Pandas Profiling Report

Dataset statistics

Number of variables	88
Number of observations	29634
Missing cells	146412
Missing cells (%)	5.6%
Total size in memory	20.1 MiB
Average record size in memory	712.0 B

Variable types

Numeric	75
Text	11
Unsupported	2

Alerts

`vlan_id` has constant value ""	Constant
`tunnel_id` has constant value ""	Constant
`bidirectional_cwr_packets` has constant value ""	Constant
`bidirectional_ece_packets` has constant value ""	Constant
`bidirectional_urg_packets` has constant value ""	Constant
`src2dst_cwr_packets` has constant value ""	Constant
`src2dst_ece_packets` has constant value ""	Constant
`src2dst_urg_packets` has constant value ""	Constant
`dst2src_cwr_packets` has constant value ""	Constant
`dst2src_ece_packets` has constant value ""	Constant
`dst2src_urg_packets` has constant value ""	Constant
`label` has constant value ""	Constant
`requested_server_name` has 29634 (100.0%) missing values	Missing
`client_fingerprint` has 29634 (100.0%) missing values	Missing
`server_fingerprint` has 29114 (98.2%) missing values	Missing
`user_agent` has 29627 (> 99.9%) missing values	Missing
`content_type` has 28403 (95.8%) missing values	Missing
`expiration_id` is highly skewed (γ1 = 20.35742216)	Skewed
`bidirectional_packets` is highly skewed (γ1 = 93.18849779)	Skewed
`bidirectional_bytes` is highly skewed (γ1 = 103.4685168)	Skewed
`src2dst_packets` is highly skewed (γ1 = 107.2868794)	Skewed
`src2dst_bytes` is highly skewed (γ1 = 113.0074403)	Skewed
`dst2src_packets` is highly skewed (γ1 = 77.4217371)	Skewed
`dst2src_bytes` is highly skewed (γ1 = 109.3421637)	Skewed
`bidirectional_min_piat_ms` is highly skewed (γ1 = 34.06813685)	Skewed
`src2dst_min_piat_ms` is highly skewed (γ1 = 21.58656427)	Skewed
`bidirectional_ack_packets` is highly skewed (γ1 = 119.6243878)	Skewed
`bidirectional_psh_packets` is highly skewed (γ1 = 151.3711071)	Skewed
`src2dst_ack_packets` is highly skewed (γ1 = 128.000122)	Skewed
`src2dst_psh_packets` is highly skewed (γ1 = 101.3922025)	Skewed
`dst2src_ack_packets` is highly skewed (γ1 = 100.2871145)	Skewed
`dst2src_psh_packets` is highly skewed (γ1 = 161.1968137)	Skewed
`requested_server_name` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`client_fingerprint` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`expiration_id` has 29563 (99.8%) zeros	Zeros
`src_port` has 402 (1.4%) zeros	Zeros
`dst_port` has 402 (1.4%) zeros	Zeros
`vlan_id` has 29634 (100.0%) zeros	Zeros
`tunnel_id` has 29634 (100.0%) zeros	Zeros
`bidirectional_duration_ms` has 1339 (4.5%) zeros	Zeros
`src2dst_duration_ms` has 2645 (8.9%) zeros	Zeros
`dst2src_first_seen_ms` has 2434 (8.2%) zeros	Zeros
`dst2src_last_seen_ms` has 2434 (8.2%) zeros	Zeros
`dst2src_duration_ms` has 4874 (16.4%) zeros	Zeros
`dst2src_packets` has 2434 (8.2%) zeros	Zeros
`dst2src_bytes` has 2434 (8.2%) zeros	Zeros
`bidirectional_stddev_ps` has 2275 (7.7%) zeros	Zeros
`src2dst_stddev_ps` has 3734 (12.6%) zeros	Zeros
`dst2src_min_ps` has 2434 (8.2%) zeros	Zeros
`dst2src_mean_ps` has 2434 (8.2%) zeros	Zeros
`dst2src_stddev_ps` has 5799 (19.6%) zeros	Zeros
`dst2src_max_ps` has 2434 (8.2%) zeros	Zeros
`bidirectional_min_piat_ms` has 14222 (48.0%) zeros	Zeros
`bidirectional_mean_piat_ms` has 1339 (4.5%) zeros	Zeros
`bidirectional_stddev_piat_ms` has 2808 (9.5%) zeros	Zeros
`bidirectional_max_piat_ms` has 1339 (4.5%) zeros	Zeros
`src2dst_min_piat_ms` has 4337 (14.6%) zeros	Zeros
`src2dst_mean_piat_ms` has 2645 (8.9%) zeros	Zeros
`src2dst_stddev_piat_ms` has 4274 (14.4%) zeros	Zeros
`src2dst_max_piat_ms` has 2645 (8.9%) zeros	Zeros
`dst2src_min_piat_ms` has 7207 (24.3%) zeros	Zeros
`dst2src_mean_piat_ms` has 4874 (16.4%) zeros	Zeros
`dst2src_stddev_piat_ms` has 12142 (41.0%) zeros	Zeros
`dst2src_max_piat_ms` has 4874 (16.4%) zeros	Zeros
`bidirectional_syn_packets` has 3026 (10.2%) zeros	Zeros
`bidirectional_cwr_packets` has 29634 (100.0%) zeros	Zeros
`bidirectional_ece_packets` has 29634 (100.0%) zeros	Zeros
`bidirectional_urg_packets` has 29634 (100.0%) zeros	Zeros
`bidirectional_ack_packets` has 3488 (11.8%) zeros	Zeros
`bidirectional_psh_packets` has 27339 (92.3%) zeros	Zeros
`bidirectional_rst_packets` has 27268 (92.0%) zeros	Zeros
`bidirectional_fin_packets` has 4966 (16.8%) zeros	Zeros
`src2dst_syn_packets` has 3026 (10.2%) zeros	Zeros
`src2dst_cwr_packets` has 29634 (100.0%) zeros	Zeros
`src2dst_ece_packets` has 29634 (100.0%) zeros	Zeros
`src2dst_urg_packets` has 29634 (100.0%) zeros	Zeros
`src2dst_ack_packets` has 4817 (16.3%) zeros	Zeros
`src2dst_psh_packets` has 27969 (94.4%) zeros	Zeros
`src2dst_rst_packets` has 28405 (95.9%) zeros	Zeros
`src2dst_fin_packets` has 5579 (18.8%) zeros	Zeros
`dst2src_syn_packets` has 5117 (17.3%) zeros	Zeros
`dst2src_cwr_packets` has 29634 (100.0%) zeros	Zeros
`dst2src_ece_packets` has 29634 (100.0%) zeros	Zeros
`dst2src_urg_packets` has 29634 (100.0%) zeros	Zeros
`dst2src_ack_packets` has 3536 (11.9%) zeros	Zeros
`dst2src_psh_packets` has 27650 (93.3%) zeros	Zeros
`dst2src_rst_packets` has 28474 (96.1%) zeros	Zeros
`dst2src_fin_packets` has 5223 (17.6%) zeros	Zeros
`application_is_guessed` has 5251 (17.7%) zeros	Zeros
`application_confidence` has 318 (1.1%) zeros	Zeros
`label` has 29634 (100.0%) zeros	Zeros

Reproduction

Analysis started	2023-06-15 15:30:02.774811
Analysis finished	2023-06-15 15:30:05.521434
Duration	2.75 seconds
Software version	ydata-profiling vv4.2.0
Download configuration	config.json

Unnamed: 0
Real number (ℝ)

Distinct	23539
Distinct (%)	79.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	24741.19525

Minimum	0
Maximum	74295
Zeros	15
Zeros (%)	0.1%
Negative	0
Negative (%)	0.0%
Memory size	463.0 KiB

Quantile statistics

Minimum	0
5-th percentile	962
Q1	6432.25
median	19123
Q3	40262.5
95-th percentile	65173.7
Maximum	74295
Range	74295
Interquartile range (IQR)	33830.25

Descriptive statistics

Standard deviation	21085.03277
Coefficient of variation (CV)	0.8522236925
Kurtosis	-0.7574698002
Mean	24741.19525
Median Absolute Deviation (MAD)	14927
Skewness	0.6723490176
Sum	733180580
Variance	444578606.9
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	15	0.1%
4	14	< 0.1%
1	14	< 0.1%
2	13	< 0.1%
5	13	< 0.1%
2542	6	< 0.1%
7	5	< 0.1%
2375	5	< 0.1%
2078	5	< 0.1%
1054	5	< 0.1%
Other values (23529)	29539	99.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	15	0.1%
1	14	< 0.1%
2	13	< 0.1%
3	2	< 0.1%
4	14	< 0.1%

Value	Count	Frequency (%)
74295	1	< 0.1%
74275	1	< 0.1%
74054	1	< 0.1%
74048	1	< 0.1%
74041	1	< 0.1%

id
Real number (ℝ)

Distinct	23539
Distinct (%)	79.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	24741.19525

Minimum	0
Maximum	74295
Zeros	15
Zeros (%)	0.1%
Negative	0
Negative (%)	0.0%
Memory size	463.0 KiB

Quantile statistics

Minimum	0
5-th percentile	962
Q1	6432.25
median	19123
Q3	40262.5
95-th percentile	65173.7
Maximum	74295
Range	74295
Interquartile range (IQR)	33830.25

Descriptive statistics

Standard deviation	21085.03277
Coefficient of variation (CV)	0.8522236925
Kurtosis	-0.7574698002
Mean	24741.19525
Median Absolute Deviation (MAD)	14927
Skewness	0.6723490176
Sum	733180580
Variance	444578606.9
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	15	0.1%
4	14	< 0.1%
1	14	< 0.1%
2	13	< 0.1%
5	13	< 0.1%
2542	6	< 0.1%
7	5	< 0.1%
2375	5	< 0.1%
2078	5	< 0.1%
1054	5	< 0.1%
Other values (23529)	29539	99.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	15	0.1%
1	14	< 0.1%
2	13	< 0.1%
3	2	< 0.1%
4	14	< 0.1%

Value	Count	Frequency (%)
74295	1	< 0.1%
74275	1	< 0.1%
74054	1	< 0.1%
74048	1	< 0.1%
74041	1	< 0.1%

expiration_id
Real number (ℝ)

SKEWED ZEROS

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.002395896605

Minimum	0
Maximum	1
Zeros	29563
Zeros (%)	99.8%
Negative	0
Negative (%)	0.0%
Memory size	463.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.04889004953
Coefficient of variation (CV)	20.40574265
Kurtosis	412.4524736
Mean	0.002395896605
Median Absolute Deviation (MAD)	0
Skewness	20.35742216
Sum	71
Variance	0.002390236943
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
0	29563	99.8%
1	71	0.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	29563	99.8%
1	71	0.2%

Value	Count	Frequency (%)
1	71	0.2%
0	29563	99.8%

src_ip
Text

Distinct	559
Distinct (%)	1.9%
Missing	0
Missing (%)	0.0%
Memory size	463.0 KiB

Length

Max length	25
Median length	9
Mean length	10.84018357
Min length	2

Characters and Unicode

Total characters	321238
Distinct characters	18
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	246 ?
Unique (%)	0.8%

Sample

1st row	fe80::69dd:e614:2b2:dfd0
2nd row	::
3rd row	fe80::69dd:e614:2b2:dfd0
4th row	10.0.2.2
5th row	fe80::69dd:e614:2b2:dfd0

Value	Count	Frequency (%)
10.0.2.15	14172	47.8%
192.168.1.191	10995	37.1%
10.0.0.46	2764	9.3%
fe80::69dd:e614:2b2:dfd0	319	1.1%
	24	0.1%
172.217.23.228	23	0.1%
78.26.20.251	20	0.1%
fe80::fc66:5abf:d63a:94fb	19	0.1%
216.58.201.98	16	0.1%
152.163.66.165	15	0.1%
Other values (549)	1267	4.3%

Most occurring characters

Value	Count	Frequency (%)
1	89590	27.9%
.	87735	27.3%
0	38237	11.9%
2	28381	8.8%
9	23143	7.2%
5	15340	4.8%
6	15332	4.8%
8	12101	3.8%
4	4052	1.3%
:	1872	0.6%
Other values (8)	5455	1.7%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	228291	71.1%
Other Punctuation	89607	27.9%
Lowercase Letter	3340	1.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	89590	39.2%
0	38237	16.7%
2	28381	12.4%
9	23143	10.1%
5	15340	6.7%
6	15332	6.7%
8	12101	5.3%
4	4052	1.8%
3	1180	0.5%
7	935	0.4%

Lowercase Letter

Value	Count	Frequency (%)
d	1348	40.4%
f	784	23.5%
e	715	21.4%
b	372	11.1%
a	85	2.5%
c	36	1.1%

Other Punctuation

Value	Count	Frequency (%)
.	87735	97.9%
:	1872	2.1%

Most occurring scripts

Value	Count	Frequency (%)
Common	317898	99.0%
Latin	3340	1.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	89590	28.2%
.	87735	27.6%
0	38237	12.0%
2	28381	8.9%
9	23143	7.3%
5	15340	4.8%
6	15332	4.8%
8	12101	3.8%
4	4052	1.3%
:	1872	0.6%
Other values (2)	2115	0.7%

Latin

Value	Count	Frequency (%)
d	1348	40.4%
f	784	23.5%
e	715	21.4%
b	372	11.1%
a	85	2.5%
c	36	1.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	321238	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	89590	27.9%
.	87735	27.3%
0	38237	11.9%
2	28381	8.8%
9	23143	7.2%
5	15340	4.8%
6	15332	4.8%
8	12101	3.8%
4	4052	1.3%
:	1872	0.6%
Other values (8)	5455	1.7%

src_mac
Text

Distinct	15
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	463.0 KiB

Length

Max length	17
Median length	17
Mean length	17
Min length	17

Characters and Unicode

Total characters	503778
Distinct characters	17
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

1st row	08:00:27:a3:83:43
2nd row	08:00:27:a3:83:43
3rd row	08:00:27:a3:83:43
4th row	52:54:00:12:35:02
5th row	08:00:27:a3:83:43

Value	Count	Frequency (%)
08:00:27:a3:83:43	14502	48.9%
60:6c:66:cb:78:61	10995	37.1%
78:e4:00:6c:39:cd	2764	9.3%
00:13:33:b0:18:50	1044	3.5%
38:72:c0:5e:6b:22	218	0.7%
52:54:00:12:35:02	30	0.1%
d0:53:49:1b:0c:90	23	0.1%
44:6d:57:7c:fb:74	20	0.1%
10:a5:d0:3d:d4:a7	15	0.1%
2c:6e:85:56:dd:b7	7	< 0.1%
Other values (5)	16	0.1%

Most occurring characters

Value	Count	Frequency (%)
:	148170	29.4%
0	64647	12.8%
6	57995	11.5%
3	49697	9.9%
8	44052	8.7%
7	28576	5.7%
c	27794	5.5%
4	17421	3.5%
2	15259	3.0%
a	14540	2.9%
Other values (7)	35627	7.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	295051	58.6%
Other Punctuation	148170	29.4%
Lowercase Letter	60557	12.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	64647	21.9%
6	57995	19.7%
3	49697	16.8%
8	44052	14.9%
7	28576	9.7%
4	17421	5.9%
2	15259	5.2%
1	13161	4.5%
9	2815	1.0%
5	1428	0.5%

Lowercase Letter

Value	Count	Frequency (%)
c	27794	45.9%
a	14540	24.0%
b	12318	20.3%
e	2998	5.0%
d	2883	4.8%
f	24	< 0.1%

Other Punctuation

Value	Count	Frequency (%)
:	148170	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	443221	88.0%
Latin	60557	12.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
:	148170	33.4%
0	64647	14.6%
6	57995	13.1%
3	49697	11.2%
8	44052	9.9%
7	28576	6.4%
4	17421	3.9%
2	15259	3.4%
1	13161	3.0%
9	2815	0.6%

Latin

Value	Count	Frequency (%)
c	27794	45.9%
a	14540	24.0%
b	12318	20.3%
e	2998	5.0%
d	2883	4.8%
f	24	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	503778	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
:	148170	29.4%
0	64647	12.8%
6	57995	11.5%
3	49697	9.9%
8	44052	8.7%
7	28576	5.7%
c	27794	5.5%
4	17421	3.5%
2	15259	3.0%
a	14540	2.9%
Other values (7)	35627	7.1%

src_oui
Text

Distinct	14
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	463.0 KiB

Length

Max length	8
Median length	8
Mean length	8
Min length	8

Characters and Unicode

Total characters	237072
Distinct characters	16
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

1st row	08:00:27
2nd row	08:00:27
3rd row	08:00:27
4th row	52:54:00
5th row	08:00:27

Value	Count	Frequency (%)
08:00:27	14504	48.9%
60:6c:66	10995	37.1%
78:e4:00	2764	9.3%
00:13:33	1044	3.5%
38:72:c0	218	0.7%
52:54:00	30	0.1%
d0:53:49	23	0.1%
44:6d:57	20	0.1%
10:a5:d0	15	0.1%
2c:6e:85	7	< 0.1%
Other values (4)	14	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
0	62460	26.3%
:	59268	25.0%
6	44011	18.6%
7	17510	7.4%
8	17509	7.4%
2	14759	6.2%
c	11228	4.7%
3	3378	1.4%
4	2866	1.2%
e	2771	1.2%
Other values (6)	1312	0.6%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	163713	69.1%
Other Punctuation	59268	25.0%
Lowercase Letter	14091	5.9%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	62460	38.2%
6	44011	26.9%
7	17510	10.7%
8	17509	10.7%
2	14759	9.0%
3	3378	2.1%
4	2866	1.8%
1	1063	0.6%
5	129	0.1%
9	28	< 0.1%

Lowercase Letter

Value	Count	Frequency (%)
c	11228	79.7%
e	2771	19.7%
d	66	0.5%
a	21	0.1%
b	5	< 0.1%

Other Punctuation

Value	Count	Frequency (%)
:	59268	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	222981	94.1%
Latin	14091	5.9%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	62460	28.0%
:	59268	26.6%
6	44011	19.7%
7	17510	7.9%
8	17509	7.9%
2	14759	6.6%
3	3378	1.5%
4	2866	1.3%
1	1063	0.5%
5	129	0.1%

Latin

Value	Count	Frequency (%)
c	11228	79.7%
e	2771	19.7%
d	66	0.5%
a	21	0.1%
b	5	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	237072	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	62460	26.3%
:	59268	25.0%
6	44011	18.6%
7	17510	7.4%
8	17509	7.4%
2	14759	6.2%
c	11228	4.7%
3	3378	1.4%
4	2866	1.2%
e	2771	1.2%
Other values (6)	1312	0.6%

src_port
Real number (ℝ)

Distinct	15005
Distinct (%)	50.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	49240.30101

Minimum	0
Maximum	65533
Zeros	402
Zeros (%)	1.4%
Negative	0
Negative (%)	0.0%
Memory size	463.0 KiB

Quantile statistics

Minimum	0
5-th percentile	443
Q1	46340
median	53089
Q3	58606
95-th percentile	61095.05
Maximum	65533
Range	65533
Interquartile range (IQR)	12266

Descriptive statistics

Standard deviation	14545.6101
Coefficient of variation (CV)	0.2954005115
Kurtosis	5.066250774
Mean	49240.30101
Median Absolute Deviation (MAD)	5716
Skewness	-2.267021213
Sum	1459187080
Variance	211574773.2
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
59370	2091	7.1%
80	889	3.0%
0	402	1.4%
546	304	1.0%
443	178	0.6%
49210	15	0.1%
67	14	< 0.1%
123	12	< 0.1%
58104	10	< 0.1%
58134	9	< 0.1%
Other values (14995)	25710	86.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	402	1.4%
67	14	< 0.1%
80	889	3.0%
123	12	< 0.1%
137	1	< 0.1%

Value	Count	Frequency (%)
65533	1	< 0.1%
65531	2	< 0.1%
65525	1	< 0.1%
65524	1	< 0.1%
65521	2	< 0.1%

dst_ip
Text

Distinct	5379
Distinct (%)	18.2%
Missing	0
Missing (%)	0.0%
Memory size	463.0 KiB

Length

Max length	35
Median length	25
Mean length	12.86930553
Min length	7

Characters and Unicode

Total characters	381369
Distinct characters	18
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1866 ?
Unique (%)	6.3%

Sample

1st row	ff02::16
2nd row	ff02::1:ffb2:dfd0
3rd row	ff02::2
4th row	10.0.2.15
5th row	ff02::1:2

Value	Count	Frequency (%)
23.51.123.27	1785	6.0%
192.168.1.191	1042	3.5%
93.184.220.29	761	2.6%
178.255.83.1	586	2.0%
ff02::1:2	304	1.0%
188.121.36.239	299	1.0%
172.217.23.238	295	1.0%
173.241.240.220	228	0.8%
172.217.23.227	224	0.8%
172.217.23.226	221	0.7%
Other values (5369)	23889	80.6%

Most occurring characters

Value	Count	Frequency (%)
.	87735	23.0%
1	70417	18.5%
2	57554	15.1%
3	26983	7.1%
5	23522	6.2%
4	20727	5.4%
7	20615	5.4%
9	19084	5.0%
0	18509	4.9%
6	17256	4.5%
Other values (8)	18967	5.0%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	291568	76.5%
Other Punctuation	88879	23.3%
Lowercase Letter	922	0.2%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	70417	24.2%
2	57554	19.7%
3	26983	9.3%
5	23522	8.1%
4	20727	7.1%
7	20615	7.1%
9	19084	6.5%
0	18509	6.3%
6	17256	5.9%
8	16901	5.8%

Lowercase Letter

Value	Count	Frequency (%)
f	827	89.7%
d	41	4.4%
b	26	2.8%
a	18	2.0%
e	6	0.7%
c	4	0.4%

Other Punctuation

Value	Count	Frequency (%)
.	87735	98.7%
:	1144	1.3%

Most occurring scripts

Value	Count	Frequency (%)
Common	380447	99.8%
Latin	922	0.2%

Most frequent character per script

Common

Value	Count	Frequency (%)
.	87735	23.1%
1	70417	18.5%
2	57554	15.1%
3	26983	7.1%
5	23522	6.2%
4	20727	5.4%
7	20615	5.4%
9	19084	5.0%
0	18509	4.9%
6	17256	4.5%
Other values (2)	18045	4.7%

Latin

Value	Count	Frequency (%)
f	827	89.7%
d	41	4.4%
b	26	2.8%
a	18	2.0%
e	6	0.7%
c	4	0.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	381369	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
.	87735	23.0%
1	70417	18.5%
2	57554	15.1%
3	26983	7.1%
5	23522	6.2%
4	20727	5.4%
7	20615	5.4%
9	19084	5.0%
0	18509	4.9%
6	17256	4.5%
Other values (8)	18967	5.0%

dst_mac
Text

Distinct	19
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	463.0 KiB

Length

Max length	17
Median length	17
Mean length	17
Min length	17

Characters and Unicode

Total characters	503778
Distinct characters	17
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

1st row	33:33:00:00:00:16
2nd row	33:33:ff:b2:df:d0
3rd row	33:33:00:00:00:02
4th row	08:00:27:a3:83:43
5th row	33:33:00:01:00:02

Value	Count	Frequency (%)
52:54:00:12:35:02	14161	47.8%
00:13:33:b0:18:50	10995	37.1%
38:72:c0:5e:6b:22	2762	9.3%
60:6c:66:cb:78:61	1042	3.5%
33:33:00:01:00:02	304	1.0%
78:e4:00:6c:39:cd	219	0.7%
33:33:00:00:00:16	36	0.1%
08:00:27:a3:83:43	30	0.1%
01:00:5e:00:00:16	19	0.1%
33:33:00:00:00:02	17	0.1%
Other values (9)	49	0.2%

Most occurring characters

Value	Count	Frequency (%)
:	148170	29.4%
0	93250	18.5%
5	56271	11.2%
3	51773	10.3%
2	51139	10.2%
1	37600	7.5%
8	15094	3.0%
b	14819	2.9%
4	14416	2.9%
6	8250	1.6%
Other values (7)	12996	2.6%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	332074	65.9%
Other Punctuation	148170	29.4%
Lowercase Letter	23534	4.7%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	93250	28.1%
5	56271	16.9%
3	51773	15.6%
2	51139	15.4%
1	37600	11.3%
8	15094	4.5%
4	14416	4.3%
6	8250	2.5%
7	4058	1.2%
9	223	0.1%

Lowercase Letter

Value	Count	Frequency (%)
b	14819	63.0%
c	5298	22.5%
e	3018	12.8%
d	258	1.1%
f	95	0.4%
a	46	0.2%

Other Punctuation

Value	Count	Frequency (%)
:	148170	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	480244	95.3%
Latin	23534	4.7%

Most frequent character per script

Common

Value	Count	Frequency (%)
:	148170	30.9%
0	93250	19.4%
5	56271	11.7%
3	51773	10.8%
2	51139	10.6%
1	37600	7.8%
8	15094	3.1%
4	14416	3.0%
6	8250	1.7%
7	4058	0.8%

Latin

Value	Count	Frequency (%)
b	14819	63.0%
c	5298	22.5%
e	3018	12.8%
d	258	1.1%
f	95	0.4%
a	46	0.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	503778	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
:	148170	29.4%
0	93250	18.5%
5	56271	11.2%
3	51773	10.3%
2	51139	10.2%
1	37600	7.5%
8	15094	3.0%
b	14819	2.9%
4	14416	2.9%
6	8250	1.6%
Other values (7)	12996	2.6%

dst_oui
Text

Distinct	12
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	463.0 KiB

Length

Max length	8
Median length	8
Mean length	8
Min length	8

Characters and Unicode

Total characters	237072
Distinct characters	15
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	33:33:00
2nd row	33:33:ff
3rd row	33:33:00
4th row	08:00:27
5th row	33:33:00

Value	Count	Frequency (%)
52:54:00	14161	47.8%
00:13:33	10995	37.1%
38:72:c0	2762	9.3%
60:6c:66	1042	3.5%
33:33:00	367	1.2%
78:e4:00	219	0.7%
08:00:27	34	0.1%
01:00:5e	29	0.1%
33:33:ff	18	0.1%
ff:ff:ff	3	< 0.1%
Other values (2)	4	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
:	59268	25.0%
0	55483	23.4%
3	37287	15.7%
5	28353	12.0%
2	16957	7.2%
4	14380	6.1%
1	11026	4.7%
6	4172	1.8%
c	3806	1.6%
8	3017	1.3%
Other values (5)	3323	1.4%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	173692	73.3%
Other Punctuation	59268	25.0%
Lowercase Letter	4112	1.7%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	55483	31.9%
3	37287	21.5%
5	28353	16.3%
2	16957	9.8%
4	14380	8.3%
1	11026	6.3%
6	4172	2.4%
8	3017	1.7%
7	3015	1.7%
9	2	< 0.1%

Lowercase Letter

Value	Count	Frequency (%)
c	3806	92.6%
e	248	6.0%
f	56	1.4%
b	2	< 0.1%

Other Punctuation

Value	Count	Frequency (%)
:	59268	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	232960	98.3%
Latin	4112	1.7%

Most frequent character per script

Common

Value	Count	Frequency (%)
:	59268	25.4%
0	55483	23.8%
3	37287	16.0%
5	28353	12.2%
2	16957	7.3%
4	14380	6.2%
1	11026	4.7%
6	4172	1.8%
8	3017	1.3%
7	3015	1.3%

Latin

Value	Count	Frequency (%)
c	3806	92.6%
e	248	6.0%
f	56	1.4%
b	2	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	237072	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
:	59268	25.0%
0	55483	23.4%
3	37287	15.7%
5	28353	12.0%
2	16957	7.2%
4	14380	6.1%
1	11026	4.7%
6	4172	1.8%
c	3806	1.6%
8	3017	1.3%
Other values (5)	3323	1.4%

dst_port
Real number (ℝ)

Distinct	1857
Distinct (%)	6.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	4882.748903

Minimum	0
Maximum	65502
Zeros	402
Zeros (%)	1.4%
Negative	0
Negative (%)	0.0%
Memory size	463.0 KiB

Quantile statistics

Minimum	0
5-th percentile	80
Q1	80
median	80
Q3	80
95-th percentile	46540
Maximum	65502
Range	65502
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	13840.04135
Coefficient of variation (CV)	2.834477386
Kurtosis	6.8612227
Mean	4882.748903
Median Absolute Deviation (MAD)	0
Skewness	2.868853263
Sum	144695381
Variance	191546744.5
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
80	23408	79.0%
443	1595	5.4%
0	402	1.4%
547	304	1.0%
54081	178	0.6%
6881	142	0.5%
51413	138	0.5%
51666	53	0.2%
40000	44	0.1%
25407	40	0.1%
Other values (1847)	3330	11.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	402	1.4%
7	1	< 0.1%
22	1	< 0.1%
68	14	< 0.1%
80	23408	79.0%

Value	Count	Frequency (%)
65502	1	< 0.1%
65173	2	< 0.1%
65035	2	< 0.1%
64964	2	< 0.1%
64913	2	< 0.1%

protocol
Real number (ℝ)

Distinct	5
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	6.990517649

Minimum	1
Maximum	58
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	463.0 KiB

Quantile statistics

Minimum	1
5-th percentile	6
Q1	6
median	6
Q3	6
95-th percentile	17
Maximum	58
Range	57
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	4.013931193
Coefficient of variation (CV)	0.5741965609
Kurtosis	65.41799707
Mean	6.990517649
Median Absolute Deviation (MAD)	0
Skewness	6.3664766
Sum	207157
Variance	16.11164362
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=5)

Value	Count	Frequency (%)
6	26766	90.3%
17	2466	8.3%
1	309	1.0%
58	74	0.2%
2	19	0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1	309	1.0%
2	19	0.1%
6	26766	90.3%
17	2466	8.3%
58	74	0.2%

Value	Count	Frequency (%)
58	74	0.2%
17	2466	8.3%
6	26766	90.3%
2	19	0.1%
1	309	1.0%

ip_version
Real number (ℝ)

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	4.026253628

Minimum	4
Maximum	6
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	463.0 KiB

Quantile statistics

Minimum	4
5-th percentile	4
Q1	4
median	4
Q3	4
95-th percentile	4
Maximum	6
Range	2
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.2276395196
Coefficient of variation (CV)	0.05653879279
Kurtosis	71.20546605
Mean	4.026253628
Median Absolute Deviation (MAD)	0
Skewness	8.555738448
Sum	119314
Variance	0.05181975088
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
4	29245	98.7%
6	389	1.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
4	29245	98.7%
6	389	1.3%

Value	Count	Frequency (%)
6	389	1.3%
4	29245	98.7%

vlan_id
Real number (ℝ)

CONSTANT ZEROS

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0

Minimum	0
Maximum	0
Zeros	29634
Zeros (%)	100.0%
Negative	0
Negative (%)	0.0%
Memory size	463.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	0
Range	0
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0
Coefficient of variation (CV)	nan
Kurtosis	0
Mean	0
Median Absolute Deviation (MAD)	0
Skewness	0
Sum	0
Variance	0
Monotonicity	Increasing

Histogram with fixed size bins (bins=1)

Value	Count	Frequency (%)
0	29634	100.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	29634	100.0%

Value	Count	Frequency (%)
0	29634	100.0%

tunnel_id
Real number (ℝ)

CONSTANT ZEROS

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0

Minimum	0
Maximum	0
Zeros	29634
Zeros (%)	100.0%
Negative	0
Negative (%)	0.0%
Memory size	463.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	0
Range	0
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0
Coefficient of variation (CV)	nan
Kurtosis	0
Mean	0
Median Absolute Deviation (MAD)	0
Skewness	0
Sum	0
Variance	0
Monotonicity	Increasing

Histogram with fixed size bins (bins=1)

Value	Count	Frequency (%)
0	29634	100.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	29634	100.0%

Value	Count	Frequency (%)
0	29634	100.0%

bidirectional_first_seen_ms
Real number (ℝ)

Distinct	23345
Distinct (%)	78.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	7.502193272 × 10¹¹

Minimum	7392
Maximum	1.493732834 × 10¹²
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	463.0 KiB

Quantile statistics

Minimum	7392
5-th percentile	910264.7
Q1	5761072.75
median	1.387314804 × 10¹²
Q3	1.493729159 × 10¹²
95-th percentile	1.493731773 × 10¹²
Maximum	1.493732834 × 10¹²
Range	1.493732827 × 10¹²
Interquartile range (IQR)	1.493723398 × 10¹²

Descriptive statistics

Standard deviation	7.368508013 × 10¹¹
Coefficient of variation (CV)	0.9821805098
Kurtosis	-1.992927081
Mean	7.502193272 × 10¹¹
Median Absolute Deviation (MAD)	1.064178079 × 10¹¹
Skewness	-0.0327642912
Sum	2.223199954 × 10¹⁶
Variance	5.429491034 × 10²³
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1.49373175 × 10¹²	24	0.1%
1.493730733 × 10¹²	19	0.1%
1.49373175 × 10¹²	17	0.1%
1.493731161 × 10¹²	17	0.1%
1.493730732 × 10¹²	16	0.1%
1.493729182 × 10¹²	15	0.1%
1.493728079 × 10¹²	15	0.1%
1.493728993 × 10¹²	14	< 0.1%
1.493730733 × 10¹²	14	< 0.1%
1.493731052 × 10¹²	14	< 0.1%
Other values (23335)	29469	99.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
7392	1	< 0.1%
8122	1	< 0.1%
13159	1	< 0.1%
14160	1	< 0.1%
30507	1	< 0.1%

Value	Count	Frequency (%)
1.493732834 × 10¹²	1	< 0.1%
1.493732834 × 10¹²	1	< 0.1%
1.493732824 × 10¹²	1	< 0.1%
1.493732824 × 10¹²	1	< 0.1%
1.493732824 × 10¹²	3	< 0.1%

bidirectional_last_seen_ms
Real number (ℝ)

Distinct	24827
Distinct (%)	83.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	7.502193442 × 10¹¹

Minimum	14160
Maximum	1.493732969 × 10¹²
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	463.0 KiB

Quantile statistics

Minimum	14160
5-th percentile	920260.45
Q1	5801669.75
median	1.387314876 × 10¹²
Q3	1.493729161 × 10¹²
95-th percentile	1.493731789 × 10¹²
Maximum	1.493732969 × 10¹²
Range	1.493732955 × 10¹²
Interquartile range (IQR)	1.49372336 × 10¹²

Descriptive statistics

Standard deviation	7.368507969 × 10¹¹
Coefficient of variation (CV)	0.9821804817
Kurtosis	-1.992927083
Mean	7.502193442 × 10¹¹
Median Absolute Deviation (MAD)	1.06417748 × 10¹¹
Skewness	-0.032764293
Sum	2.223200005 × 10¹⁶
Variance	5.429490969 × 10²³
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1.493728087 × 10¹²	15	0.1%
1.493731028 × 10¹²	15	0.1%
1.493728071 × 10¹²	13	< 0.1%
1.493728072 × 10¹²	10	< 0.1%
1.493727074 × 10¹²	10	< 0.1%
1.493729276 × 10¹²	9	< 0.1%
1.493728071 × 10¹²	9	< 0.1%
1.493730788 × 10¹²	9	< 0.1%
1.387314964 × 10¹²	8	< 0.1%
1.49372792 × 10¹²	8	< 0.1%
Other values (24817)	29528	99.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
14160	1	< 0.1%
15161	1	< 0.1%
20650	1	< 0.1%
40491	1	< 0.1%
40991	1	< 0.1%

Value	Count	Frequency (%)
1.493732969 × 10¹²	1	< 0.1%
1.493732969 × 10¹²	1	< 0.1%
1.493732969 × 10¹²	1	< 0.1%
1.493732897 × 10¹²	1	< 0.1%
1.493732894 × 10¹²	1	< 0.1%

bidirectional_duration_ms
Real number (ℝ)

Distinct	11204
Distinct (%)	37.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	17015.32223

Minimum	0
Maximum	1799507
Zeros	1339
Zeros (%)	4.5%
Negative	0
Negative (%)	0.0%
Memory size	463.0 KiB

Quantile statistics

Minimum	0
5-th percentile	42
Q1	1471.25
median	6004
Q3	7905.75
95-th percentile	24806.4
Maximum	1799507
Range	1799507
Interquartile range (IQR)	6434.5

Descriptive statistics

Standard deviation	110032.8608
Coefficient of variation (CV)	6.466692743
Kurtosis	204.9605503
Mean	17015.32223
Median Absolute Deviation (MAD)	3039
Skewness	13.87948922
Sum	504232059
Variance	1.210723045 × 10¹⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	1339	4.5%
3002	35	0.1%
255	28	0.1%
88	20	0.1%
94	19	0.1%
42	19	0.1%
139	18	0.1%
46	18	0.1%
106	18	0.1%
5989	18	0.1%
Other values (11194)	28102	94.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	1339	4.5%
1	4	< 0.1%
5	2	< 0.1%
6	3	< 0.1%
11	2	< 0.1%

Value	Count	Frequency (%)
1799507	1	< 0.1%
1798353	1	< 0.1%
1798350	1	< 0.1%
1798311	1	< 0.1%
1798299	1	< 0.1%

bidirectional_packets
Real number (ℝ)

Distinct	268
Distinct (%)	0.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	54.2884862

Minimum	1
Maximum	392213
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	463.0 KiB

Quantile statistics

Minimum	1
5-th percentile	2
Q1	6
median	7
Q3	7
95-th percentile	16
Maximum	392213
Range	392212
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	3064.488459
Coefficient of variation (CV)	56.44822085
Kurtosis	10235.20075
Mean	54.2884862
Median Absolute Deviation (MAD)	1
Skewness	93.18849779
Sum	1608785
Variance	9391089.514
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
7	13464	45.4%
6	6524	22.0%
2	1479	5.0%
1	1325	4.5%
3	1243	4.2%
8	1067	3.6%
5	930	3.1%
9	575	1.9%
4	564	1.9%
10	272	0.9%
Other values (258)	2191	7.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1	1325	4.5%
2	1479	5.0%
3	1243	4.2%
4	564	1.9%
5	930	3.1%

Value	Count	Frequency (%)
392213	1	< 0.1%
184518	2	< 0.1%
124890	2	< 0.1%
110611	2	< 0.1%
16236	2	< 0.1%

bidirectional_bytes
Real number (ℝ)

Distinct	2176
Distinct (%)	7.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	44046.87902

Minimum	54
Maximum	424668890
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	463.0 KiB

Quantile statistics

Minimum	54
5-th percentile	143
Q1	390
median	394
Q3	408
95-th percentile	2970.1
Maximum	424668890
Range	424668836
Interquartile range (IQR)	18

Descriptive statistics

Standard deviation	3084514.7
Coefficient of variation (CV)	70.02799673
Kurtosis	12790.21927
Mean	44046.87902
Median Absolute Deviation (MAD)	14
Skewness	103.4685168
Sum	1305285213
Variance	9.514230935 × 10¹²
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
394	6434	21.7%
408	6186	20.9%
390	5543	18.7%
143	952	3.2%
474	680	2.3%
452	548	1.8%
174	545	1.8%
460	536	1.8%
342	531	1.8%
128	353	1.2%
Other values (2166)	7326	24.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
54	5	< 0.1%
62	16	0.1%
66	2	< 0.1%
70	29	0.1%
74	114	0.4%

Value	Count	Frequency (%)
424668890	1	< 0.1%
148005382	2	< 0.1%
128190733	2	< 0.1%
110825666	2	< 0.1%
13090548	2	< 0.1%

src2dst_first_seen_ms
Real number (ℝ)

Distinct	23345
Distinct (%)	78.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	7.502193272 × 10¹¹

Minimum	7392
Maximum	1.493732834 × 10¹²
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	463.0 KiB

Quantile statistics

Minimum	7392
5-th percentile	910264.7
Q1	5761072.75
median	1.387314804 × 10¹²
Q3	1.493729159 × 10¹²
95-th percentile	1.493731773 × 10¹²
Maximum	1.493732834 × 10¹²
Range	1.493732827 × 10¹²
Interquartile range (IQR)	1.493723398 × 10¹²

Descriptive statistics

Standard deviation	7.368508013 × 10¹¹
Coefficient of variation (CV)	0.9821805098
Kurtosis	-1.992927081
Mean	7.502193272 × 10¹¹
Median Absolute Deviation (MAD)	1.064178079 × 10¹¹
Skewness	-0.0327642912
Sum	2.223199954 × 10¹⁶
Variance	5.429491034 × 10²³
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1.49373175 × 10¹²	24	0.1%
1.493730733 × 10¹²	19	0.1%
1.49373175 × 10¹²	17	0.1%
1.493731161 × 10¹²	17	0.1%
1.493730732 × 10¹²	16	0.1%
1.493729182 × 10¹²	15	0.1%
1.493728079 × 10¹²	15	0.1%
1.493728993 × 10¹²	14	< 0.1%
1.493730733 × 10¹²	14	< 0.1%
1.493731052 × 10¹²	14	< 0.1%
Other values (23335)	29469	99.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
7392	1	< 0.1%
8122	1	< 0.1%
13159	1	< 0.1%
14160	1	< 0.1%
30507	1	< 0.1%

Value	Count	Frequency (%)
1.493732834 × 10¹²	1	< 0.1%
1.493732834 × 10¹²	1	< 0.1%
1.493732824 × 10¹²	1	< 0.1%
1.493732824 × 10¹²	1	< 0.1%
1.493732824 × 10¹²	3	< 0.1%

src2dst_last_seen_ms
Real number (ℝ)

Distinct	24772
Distinct (%)	83.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	7.502193442 × 10¹¹

Minimum	14160
Maximum	1.493732969 × 10¹²
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	463.0 KiB

Quantile statistics

Minimum	14160
5-th percentile	920260.45
Q1	5801668.75
median	1.387314876 × 10¹²
Q3	1.493729161 × 10¹²
95-th percentile	1.493731789 × 10¹²
Maximum	1.493732969 × 10¹²
Range	1.493732955 × 10¹²
Interquartile range (IQR)	1.49372336 × 10¹²

Descriptive statistics

Standard deviation	7.368507969 × 10¹¹
Coefficient of variation (CV)	0.9821804817
Kurtosis	-1.992927083
Mean	7.502193442 × 10¹¹
Median Absolute Deviation (MAD)	1.064177484 × 10¹¹
Skewness	-0.032764293
Sum	2.223200005 × 10¹⁶
Variance	5.429490968 × 10²³
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1.387315073 × 10¹²	16	0.1%
1.493731028 × 10¹²	15	0.1%
1.493728087 × 10¹²	14	< 0.1%
1.493727256 × 10¹²	13	< 0.1%
1.493727967 × 10¹²	11	< 0.1%
1.493727074 × 10¹²	10	< 0.1%
1.387315238 × 10¹²	10	< 0.1%
1.387315193 × 10¹²	10	< 0.1%
1.387314868 × 10¹²	10	< 0.1%
1.387315618 × 10¹²	10	< 0.1%
Other values (24762)	29515	99.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
14160	1	< 0.1%
15161	1	< 0.1%
20650	1	< 0.1%
40491	1	< 0.1%
40991	1	< 0.1%

Value	Count	Frequency (%)
1.493732969 × 10¹²	1	< 0.1%
1.493732969 × 10¹²	1	< 0.1%
1.493732969 × 10¹²	1	< 0.1%
1.493732897 × 10¹²	1	< 0.1%
1.493732894 × 10¹²	1	< 0.1%

src2dst_duration_ms
Real number (ℝ)

Distinct	11081
Distinct (%)	37.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	16960.40335

Minimum	0
Maximum	1799507
Zeros	2645
Zeros (%)	8.9%
Negative	0
Negative (%)	0.0%
Memory size	463.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1385.25
median	5991
Q3	7856
95-th percentile	24121.95
Maximum	1799507
Range	1799507
Interquartile range (IQR)	6470.75

Descriptive statistics

Standard deviation	110031.7161
Coefficient of variation (CV)	6.487564819
Kurtosis	204.9788809
Mean	16960.40335
Median Absolute Deviation (MAD)	3061.5
Skewness	13.88034991
Sum	502604593
Variance	1.210697855 × 10¹⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	2645	8.9%
3002	35	0.1%
255	28	0.1%
5989	18	0.1%
3001	17	0.1%
6028	17	0.1%
5870	16	0.1%
6037	16	0.1%
6038	15	0.1%
6156	15	0.1%
Other values (11071)	26812	90.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	2645	8.9%
1	4	< 0.1%
5	2	< 0.1%
6	3	< 0.1%
11	2	< 0.1%

Value	Count	Frequency (%)
1799507	1	< 0.1%
1798351	1	< 0.1%
1798348	1	< 0.1%
1798309	1	< 0.1%
1798299	1	< 0.1%

src2dst_packets
Real number (ℝ)

Distinct	188
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	31.85762975

Minimum	1
Maximum	271835
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	463.0 KiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	4
median	4
Q3	4
95-th percentile	8
Maximum	271835
Range	271834
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	1950.126057
Coefficient of variation (CV)	61.21378371
Kurtosis	13495.46792
Mean	31.85762975
Median Absolute Deviation (MAD)	0
Skewness	107.2868794
Sum	944069
Variance	3802991.639
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
4	19525	65.9%
1	2637	8.9%
2	1633	5.5%
3	1608	5.4%
5	1486	5.0%
7	572	1.9%
6	419	1.4%
8	281	0.9%
9	165	0.6%
10	157	0.5%
Other values (178)	1151	3.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1	2637	8.9%
2	1633	5.5%
3	1608	5.4%
4	19525	65.9%
5	1486	5.0%

Value	Count	Frequency (%)
271835	1	< 0.1%
97615	2	< 0.1%
91724	2	< 0.1%
36078	2	< 0.1%
9702	2	< 0.1%

src2dst_bytes
Real number (ℝ)

Distinct	1511
Distinct (%)	5.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	32634.70966

Minimum	54
Maximum	383809522
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	463.0 KiB

Quantile statistics

Minimum	54
5-th percentile	130.6
Q1	224
median	228
Q3	272
95-th percentile	1062.35
Maximum	383809522
Range	383809468
Interquartile range (IQR)	48

Descriptive statistics

Standard deviation	2694761.763
Coefficient of variation (CV)	82.57348666
Kurtosis	14661.71605
Mean	32634.70966
Median Absolute Deviation (MAD)	44
Skewness	113.0074403
Sum	967096986
Variance	7.261740958 × 10¹²
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
272	7326	24.7%
228	6436	21.7%
224	5543	18.7%
143	1828	6.2%
206	989	3.3%
338	621	2.1%
286	587	2.0%
116	545	1.8%
74	497	1.7%
136	389	1.3%
Other values (1501)	4873	16.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
54	8	< 0.1%
62	16	0.1%
66	2	< 0.1%
70	43	0.1%
74	497	1.7%

Value	Count	Frequency (%)
383809522	1	< 0.1%
146054307	2	< 0.1%
111505374	2	< 0.1%
12644847	2	< 0.1%
5898809	1	< 0.1%

dst2src_first_seen_ms
Real number (ℝ)

Distinct	22982
Distinct (%)	77.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	6.713960324 × 10¹¹

Minimum	0
Maximum	1.493732856 × 10¹²
Zeros	2434
Zeros (%)	8.2%
Negative	0
Negative (%)	0.0%
Memory size	463.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	3603465.5
median	12225495.5
Q3	1.493729117 × 10¹²
95-th percentile	1.49373177 × 10¹²
Maximum	1.493732856 × 10¹²
Range	1.493732856 × 10¹²
Interquartile range (IQR)	1.493725513 × 10¹²

Descriptive statistics

Standard deviation	7.377968593 × 10¹¹
Coefficient of variation (CV)	1.098899641
Kurtosis	-1.960274683
Mean	6.713960324 × 10¹¹
Median Absolute Deviation (MAD)	12225495.5
Skewness	0.190727121
Sum	1.989615002 × 10¹⁶
Variance	5.443442056 × 10²³
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	2434	8.2%
3793598	8	< 0.1%
338249	7	< 0.1%
1.493729117 × 10¹²	7	< 0.1%
1.493726611 × 10¹²	7	< 0.1%
1.493728803 × 10¹²	7	< 0.1%
1.493731477 × 10¹²	7	< 0.1%
1.493727914 × 10¹²	7	< 0.1%
1.493731752 × 10¹²	7	< 0.1%
1.493728182 × 10¹²	6	< 0.1%
Other values (22972)	27137	91.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	2434	8.2%
12401	1	< 0.1%
13159	1	< 0.1%
14160	1	< 0.1%
35521	1	< 0.1%

Value	Count	Frequency (%)
1.493732856 × 10¹²	1	< 0.1%
1.493732837 × 10¹²	1	< 0.1%
1.493732834 × 10¹²	1	< 0.1%
1.493732834 × 10¹²	1	< 0.1%
1.493732824 × 10¹²	1	< 0.1%

dst2src_last_seen_ms
Real number (ℝ)

Distinct	22262
Distinct (%)	75.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	6.713960466 × 10¹¹

Minimum	0
Maximum	1.493732969 × 10¹²
Zeros	2434
Zeros (%)	8.2%
Negative	0
Negative (%)	0.0%
Memory size	463.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	3616476
median	12243059.5
Q3	1.493729122 × 10¹²
95-th percentile	1.493731784 × 10¹²
Maximum	1.493732969 × 10¹²
Range	1.493732969 × 10¹²
Interquartile range (IQR)	1.493725505 × 10¹²

Descriptive statistics

Standard deviation	7.377968563 × 10¹¹
Coefficient of variation (CV)	1.098899614
Kurtosis	-1.960274686
Mean	6.713960466 × 10¹¹
Median Absolute Deviation (MAD)	12243059.5
Skewness	0.1907271195
Sum	1.989615044 × 10¹⁶
Variance	5.443442012 × 10²³
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	2434	8.2%
1.493731028 × 10¹²	15	0.1%
13569002	9	< 0.1%
1.493727074 × 10¹²	9	< 0.1%
393486	8	< 0.1%
269212	8	< 0.1%
7618218	8	< 0.1%
1.493731028 × 10¹²	7	< 0.1%
1.49373106 × 10¹²	7	< 0.1%
1.49373074 × 10¹²	7	< 0.1%
Other values (22252)	27122	91.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	2434	8.2%
14160	1	< 0.1%
15161	1	< 0.1%
56256	1	< 0.1%
56905	1	< 0.1%

Value	Count	Frequency (%)
1.493732969 × 10¹²	1	< 0.1%
1.493732969 × 10¹²	1	< 0.1%
1.493732969 × 10¹²	1	< 0.1%
1.493732897 × 10¹²	1	< 0.1%
1.493732894 × 10¹²	1	< 0.1%

dst2src_duration_ms
Real number (ℝ)

Distinct	9645
Distinct (%)	32.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	14143.32608

Minimum	0
Maximum	1799261
Zeros	4874
Zeros (%)	16.4%
Negative	0
Negative (%)	0.0%
Memory size	463.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	522
median	5684
Q3	7077
95-th percentile	13763
Maximum	1799261
Range	1799261
Interquartile range (IQR)	6555

Descriptive statistics

Standard deviation	106706.5923
Coefficient of variation (CV)	7.54466041
Kurtosis	227.7392036
Mean	14143.32608
Median Absolute Deviation (MAD)	3356.5
Skewness	14.76684684
Sum	419123325
Variance	1.138629685 × 10¹⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	4874	16.4%
5245	19	0.1%
6217	18	0.1%
5783	15	0.1%
6333	15	0.1%
5756	14	< 0.1%
5977	14	< 0.1%
5946	14	< 0.1%
5809	14	< 0.1%
6129	14	< 0.1%
Other values (9635)	24623	83.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	4874	16.4%
1	1	< 0.1%
2	1	< 0.1%
3	3	< 0.1%
5	1	< 0.1%

Value	Count	Frequency (%)
1799261	1	< 0.1%
1798352	1	< 0.1%
1798350	1	< 0.1%
1798310	1	< 0.1%
1798125	1	< 0.1%

dst2src_packets
Real number (ℝ)

SKEWED ZEROS

Distinct	193
Distinct (%)	0.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	22.43085645

Minimum	0
Maximum	120378
Zeros	2434
Zeros (%)	8.2%
Negative	0
Negative (%)	0.0%
Memory size	463.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	2
median	3
Q3	3
95-th percentile	8
Maximum	120378
Range	120378
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	1224.182227
Coefficient of variation (CV)	54.57581302
Kurtosis	6320.074383
Mean	22.43085645
Median Absolute Deviation (MAD)	1
Skewness	77.4217371
Sum	664716
Variance	1498622.126
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
3	14396	48.6%
2	7279	24.6%
0	2434	8.2%
1	2427	8.2%
4	762	2.6%
5	316	1.1%
6	287	1.0%
7	218	0.7%
8	188	0.6%
9	135	0.5%
Other values (183)	1192	4.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	2434	8.2%
1	2427	8.2%
2	7279	24.6%
3	14396	48.6%
4	762	2.6%

Value	Count	Frequency (%)
120378	1	< 0.1%
92794	2	< 0.1%
74533	2	< 0.1%
27275	2	< 0.1%
6534	2	< 0.1%

dst2src_bytes
Real number (ℝ)

SKEWED ZEROS

Distinct	1666
Distinct (%)	5.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	11412.16937

Minimum	0
Maximum	108240611
Zeros	2434
Zeros (%)	8.2%
Negative	0
Negative (%)	0.0%
Memory size	463.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	136
median	166
Q3	166
95-th percentile	1244
Maximum	108240611
Range	108240611
Interquartile range (IQR)	30

Descriptive statistics

Standard deviation	930820.0258
Coefficient of variation (CV)	81.56381105
Kurtosis	12467.48445
Mean	11412.16937
Median Absolute Deviation (MAD)	30
Skewness	109.3421637
Sum	338188227
Variance	8.664259205 × 10¹¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
166	12680	42.8%
136	6920	23.4%
0	2434	8.2%
202	790	2.7%
58	760	2.6%
206	514	1.7%
317	513	1.7%
256	422	1.4%
54	367	1.2%
198	359	1.2%
Other values (1656)	3875	13.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	2434	8.2%
54	367	1.2%
58	760	2.6%
62	1	< 0.1%
66	131	0.4%

Value	Count	Frequency (%)
108240611	2	< 0.1%
40859368	1	< 0.1%
16685359	2	< 0.1%
1951075	2	< 0.1%
1277352	1	< 0.1%

bidirectional_min_ps
Real number (ℝ)

Distinct	84
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	67.07417156

Minimum	54
Maximum	590
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	463.0 KiB

Quantile statistics

Minimum	54
5-th percentile	54
Q1	54
median	54
Q3	66
95-th percentile	143
Maximum	590
Range	536
Interquartile range (IQR)	12

Descriptive statistics

Standard deviation	28.2250544
Coefficient of variation (CV)	0.420803623
Kurtosis	59.92838221
Mean	67.07417156
Median Absolute Deviation (MAD)	0
Skewness	5.28945288
Sum	1987676
Variance	796.6536959
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
54	15441	52.1%
66	10700	36.1%
143	1948	6.6%
62	397	1.3%
74	299	1.0%
148	288	1.0%
171	103	0.3%
70	83	0.3%
90	62	0.2%
146	55	0.2%
Other values (74)	258	0.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
54	15441	52.1%
56	1	< 0.1%
58	2	< 0.1%
62	397	1.3%
64	10	< 0.1%

Value	Count	Frequency (%)
590	12	< 0.1%
512	1	< 0.1%
467	1	< 0.1%
424	1	< 0.1%
423	1	< 0.1%

bidirectional_mean_ps
Real number (ℝ)

Distinct	2230
Distinct (%)	7.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	90.15566162

Minimum	54
Maximum	1185.085932
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	463.0 KiB

Quantile statistics

Minimum	54
5-th percentile	55.71428571
Q1	56.28571429
median	66
Q3	68
95-th percentile	230
Maximum	1185.085932
Range	1131.085932
Interquartile range (IQR)	11.71428571

Descriptive statistics

Standard deviation	94.15418044
Coefficient of variation (CV)	1.044351278
Kurtosis	33.9111131
Mean	90.15566162
Median Absolute Deviation (MAD)	9.714285714
Skewness	5.21463995
Sum	2671672.876
Variance	8865.009695
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
56.28571429	6434	21.7%
68	6428	21.7%
55.71428571	5543	18.7%
143	978	3.3%
67.71428571	680	2.3%
66	620	2.1%
230	556	1.9%
58	552	1.9%
56.5	548	1.8%
68.4	531	1.8%
Other values (2220)	6764	22.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
54	27	0.1%
54.5	48	0.2%
55.33333333	1	< 0.1%
55.71428571	5543	18.7%
56.22222222	3	< 0.1%

Value	Count	Frequency (%)
1185.085932	2	< 0.1%
1161.603687	1	< 0.1%
1131.268695	1	< 0.1%
1098.677815	1	< 0.1%
1082.750674	1	< 0.1%

bidirectional_stddev_ps
Real number (ℝ)

Distinct	2332
Distinct (%)	7.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	34.88207268

Minimum	0
Maximum	728.1035406
Zeros	2275
Zeros (%)	7.7%
Negative	0
Negative (%)	0.0%
Memory size	463.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	3.14718317
median	3.346640106
Q3	4.535573676
95-th percentile	205.5646089
Maximum	728.1035406
Range	728.1035406
Interquartile range (IQR)	1.388390506

Descriptive statistics

Standard deviation	114.0204798
Coefficient of variation (CV)	3.268741534
Kurtosis	18.61061298
Mean	34.88207268
Median Absolute Deviation (MAD)	0.6533598939
Skewness	4.309423539
Sum	1033695.342
Variance	13000.6698
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
4.535573676	6434	21.7%
3.346640106	6184	20.9%
3.14718317	5543	18.7%
0	2275	7.7%
3.14718317	676	2.3%
4	581	2.0%
3.577708764	548	1.8%
3.664501525	548	1.8%
123.0365799	498	1.7%
14.14213562	343	1.2%
Other values (2322)	6004	20.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	2275	7.7%
0.5006958946	40	0.1%
0.5007199428	2	< 0.1%
0.5007283325	2	< 0.1%
0.5007326011	1	< 0.1%

Value	Count	Frequency (%)
728.1035406	1	< 0.1%
723.849159	1	< 0.1%
723.6323307	1	< 0.1%
722.2813896	1	< 0.1%
721.0381235	1	< 0.1%

bidirectional_max_ps
Real number (ℝ)

Distinct	553
Distinct (%)	1.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	157.223932

Minimum	54
Maximum	1514
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	463.0 KiB

Quantile statistics

Minimum	54
5-th percentile	62
Q1	66
median	74
Q3	74
95-th percentile	710
Maximum	1514
Range	1460
Interquartile range (IQR)	8

Descriptive statistics

Standard deviation	299.9882761
Coefficient of variation (CV)	1.90803189
Kurtosis	14.21083278
Mean	157.223932
Median Absolute Deviation (MAD)	8
Skewness	3.897837534
Sum	4659174
Variance	89992.96581
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
74	9950	33.6%
62	7126	24.0%
66	6698	22.6%
1514	1058	3.6%
143	978	3.3%
70	696	2.3%
317	596	2.0%
148	287	1.0%
327	232	0.8%
308	114	0.4%
Other values (543)	1899	6.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
54	27	0.1%
55	48	0.2%
62	7126	24.0%
64	10	< 0.1%
66	6698	22.6%

Value	Count	Frequency (%)
1514	1058	3.6%
1506	9	< 0.1%
1498	2	< 0.1%
1495	1	< 0.1%
1494	5	< 0.1%

src2dst_min_ps
Real number (ℝ)

Distinct	83
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	67.65893906

Minimum	54
Maximum	590
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	463.0 KiB

Quantile statistics

Minimum	54
5-th percentile	54
Q1	54
median	66
Q3	66
95-th percentile	143
Maximum	590
Range	536
Interquartile range (IQR)	12

Descriptive statistics

Standard deviation	28.15735723
Coefficient of variation (CV)	0.4161661064
Kurtosis	60.12077185
Mean	67.65893906
Median Absolute Deviation (MAD)	12
Skewness	5.278915737
Sum	2005005
Variance	792.8367663
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
54	14267	48.1%
66	11433	38.6%
143	1948	6.6%
74	682	2.3%
62	400	1.3%
148	288	1.0%
171	103	0.3%
70	88	0.3%
146	69	0.2%
90	62	0.2%
Other values (73)	294	1.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
54	14267	48.1%
55	48	0.2%
58	2	< 0.1%
62	400	1.3%
64	10	< 0.1%

Value	Count	Frequency (%)
590	12	< 0.1%
512	1	< 0.1%
467	1	< 0.1%
424	1	< 0.1%
423	1	< 0.1%

src2dst_mean_ps
Real number (ℝ)

Distinct	1554
Distinct (%)	5.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	81.05077582

Minimum	54
Maximum	1496.22811
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	463.0 KiB

Quantile statistics

Minimum	54
5-th percentile	56
Q1	57
median	67.6
Q3	68
95-th percentile	145.0617647
Maximum	1496.22811
Range	1442.22811
Interquartile range (IQR)	11

Descriptive statistics

Standard deviation	81.84578683
Coefficient of variation (CV)	1.009808802
Kurtosis	112.7155659
Mean	81.05077582
Median Absolute Deviation (MAD)	10.6
Skewness	9.275206174
Sum	2401858.691
Variance	6698.732822
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
68	7713	26.0%
57	6434	21.7%
56	5543	18.7%
143	1944	6.6%
68.66666667	1009	3.4%
74	679	2.3%
58	659	2.2%
67.6	621	2.1%
57.2	551	1.9%
70	322	1.1%
Other values (1544)	4159	14.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
54	27	0.1%
55	48	0.2%
55.6	1	< 0.1%
56	5543	18.7%
56.85714286	1	< 0.1%

Value	Count	Frequency (%)
1496.22811	2	< 0.1%
1456.585366	1	< 0.1%
1433.402062	1	< 0.1%
1432.439153	1	< 0.1%
1411.920915	1	< 0.1%

src2dst_stddev_ps
Real number (ℝ)

Distinct	1580
Distinct (%)	5.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	19.71138727

Minimum	0
Maximum	1018.233765
Zeros	3734
Zeros (%)	12.6%
Negative	0
Negative (%)	0.0%
Memory size	463.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	4
median	4
Q3	6
95-th percentile	34.64823228
Maximum	1018.233765
Range	1018.233765
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	83.02576143
Coefficient of variation (CV)	4.212070936
Kurtosis	39.10422589
Mean	19.71138727
Median Absolute Deviation (MAD)	0.6188021535
Skewness	6.145474837
Sum	584127.2503
Variance	6893.277061
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
4	7310	24.7%
6	6434	21.7%
4	5543	18.7%
0	3734	12.6%
4.618802154	989	3.3%
5.656854249	727	2.5%
3.577708764	620	2.1%
4.38178046	551	1.9%
2.828427125	391	1.3%
2.309401077	236	0.8%
Other values (1570)	3099	10.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	3734	12.6%
0.5913770168	1	< 0.1%
0.6859943406	1	< 0.1%
0.7302967433	1	< 0.1%
0.755928946	1	< 0.1%

Value	Count	Frequency (%)
1018.233765	1	< 0.1%
747.5126755	1	< 0.1%
734.7095987	1	< 0.1%
730.2897446	1	< 0.1%
729.1732598	1	< 0.1%

src2dst_max_ps
Real number (ℝ)

Distinct	574
Distinct (%)	1.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	118.7111089

Minimum	54
Maximum	1514
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	463.0 KiB

Quantile statistics

Minimum	54
5-th percentile	62
Q1	66
median	74
Q3	74
95-th percentile	192
Maximum	1514
Range	1460
Interquartile range (IQR)	8

Descriptive statistics

Standard deviation	219.5813333
Coefficient of variation (CV)	1.849711753
Kurtosis	30.40809887
Mean	118.7111089
Median Absolute Deviation (MAD)	8
Skewness	5.503229254
Sum	3517885
Variance	48215.96193
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
74	10588	35.7%
62	7135	24.1%
66	6699	22.6%
143	1962	6.6%
70	698	2.4%
1514	502	1.7%
148	289	1.0%
171	104	0.4%
134	91	0.3%
146	52	0.2%
Other values (564)	1514	5.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
54	27	0.1%
55	48	0.2%
62	7135	24.1%
64	10	< 0.1%
66	6699	22.6%

Value	Count	Frequency (%)
1514	502	1.7%
1506	5	< 0.1%
1498	1	< 0.1%
1495	1	< 0.1%
1494	2	< 0.1%

dst2src_min_ps
Real number (ℝ)

Distinct	38
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	63.35040831

Minimum	0
Maximum	452
Zeros	2434
Zeros (%)	8.2%
Negative	0
Negative (%)	0.0%
Memory size	463.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	54
median	54
Q3	66
95-th percentile	66
Maximum	452
Range	452
Interquartile range (IQR)	12

Descriptive statistics

Standard deviation	51.22941657
Coefficient of variation (CV)	0.808667504
Kurtosis	18.98471596
Mean	63.35040831
Median Absolute Deviation (MAD)	4
Skewness	4.154140045
Sum	1877326
Variance	2624.453122
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=38)

Value	Count	Frequency (%)
54	14232	48.0%
66	10871	36.7%
0	2434	8.2%
58	762	2.6%
317	590	2.0%
327	232	0.8%
70	216	0.7%
308	112	0.4%
74	49	0.2%
339	28	0.1%
Other values (28)	108	0.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	2434	8.2%
54	14232	48.0%
56	1	< 0.1%
58	762	2.6%
62	9	< 0.1%

Value	Count	Frequency (%)
452	2	< 0.1%
396	2	< 0.1%
381	2	< 0.1%
375	2	< 0.1%
373	4	< 0.1%

dst2src_mean_ps
Real number (ℝ)

Distinct	1720
Distinct (%)	5.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	85.6956822

Minimum	0
Maximum	1482.047328
Zeros	2434
Zeros (%)	8.2%
Negative	0
Negative (%)	0.0%
Memory size	463.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	55.33333333
median	55.33333333
Q3	68
95-th percentile	317
Maximum	1482.047328
Range	1482.047328
Interquartile range (IQR)	12.66666667

Descriptive statistics

Standard deviation	129.2607739
Coefficient of variation (CV)	1.50836974
Kurtosis	45.38430472
Mean	85.6956822
Median Absolute Deviation (MAD)	10.66666667
Skewness	6.062376459
Sum	2539505.846
Variance	16708.34766
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
55.33333333	12680	42.8%
68	6987	23.6%
0	2434	8.2%
66	879	3.0%
67.33333333	790	2.7%
58	765	2.6%
317	590	2.0%
68.66666667	514	1.7%
64	423	1.4%
54	423	1.4%
Other values (1710)	3149	10.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	2434	8.2%
54	423	1.4%
54.72727273	1	< 0.1%
54.8	4	< 0.1%
54.85714286	1	< 0.1%

Value	Count	Frequency (%)
1482.047328	1	< 0.1%
1479.712963	1	< 0.1%
1472.297143	1	< 0.1%
1469.846154	1	< 0.1%
1464.574627	1	< 0.1%

dst2src_stddev_ps
Real number (ℝ)

Distinct	1757
Distinct (%)	5.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	25.21764493

Minimum	0
Maximum	745.4010106
Zeros	5799
Zeros (%)	19.6%
Negative	0
Negative (%)	0.0%
Memory size	463.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	2.309401077
median	2.309401077
Q3	2.828427125
95-th percentile	155.6440482
Maximum	745.4010106
Range	745.4010106
Interquartile range (IQR)	0.519026048

Descriptive statistics

Standard deviation	103.7416672
Coefficient of variation (CV)	4.113852324
Kurtosis	24.76125004
Mean	25.21764493
Median Absolute Deviation (MAD)	0.519026048
Skewness	4.981708303
Sum	747299.6897
Variance	10762.33351
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2.309401077	12680	42.8%
2.828427125	6923	23.4%
0	5799	19.6%
2.309401077	790	2.7%
2.309401077	486	1.6%
6.92820323	421	1.4%
4.618802154	85	0.3%
6.889605697	67	0.2%
2	62	0.2%
6.066300355	60	0.2%
Other values (1747)	2261	7.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	5799	19.6%
0.7612788284	1	< 0.1%
0.8866830869	1	< 0.1%
0.8866830869	1	< 0.1%
0.9428090416	1	< 0.1%

Value	Count	Frequency (%)
745.4010106	1	< 0.1%
741.9907585	1	< 0.1%
733.5978917	1	< 0.1%
730.9474445	1	< 0.1%
728.6032702	1	< 0.1%

dst2src_max_ps
Real number (ℝ)

Distinct	520
Distinct (%)	1.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	126.0142404

Minimum	0
Maximum	1514
Zeros	2434
Zeros (%)	8.2%
Negative	0
Negative (%)	0.0%
Memory size	463.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	58
median	58
Q3	70
95-th percentile	472
Maximum	1514
Range	1514
Interquartile range (IQR)	12

Descriptive statistics

Standard deviation	263.0617025
Coefficient of variation (CV)	2.087555356
Kurtosis	19.36766258
Mean	126.0142404
Median Absolute Deviation (MAD)	8
Skewness	4.422645023
Sum	3734306
Variance	69201.45932
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
58	13480	45.5%
70	9097	30.7%
0	2434	8.2%
66	891	3.0%
1514	686	2.3%
317	596	2.0%
54	423	1.4%
327	232	0.8%
74	201	0.7%
308	114	0.4%
Other values (510)	1480	5.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	2434	8.2%
54	423	1.4%
58	13480	45.5%
60	3	< 0.1%
61	27	0.1%

Value	Count	Frequency (%)
1514	686	2.3%
1506	4	< 0.1%
1500	1	< 0.1%
1498	1	< 0.1%
1494	5	< 0.1%

bidirectional_min_piat_ms
Real number (ℝ)

SKEWED ZEROS

Distinct	866
Distinct (%)	2.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	158.2613552

Minimum	0
Maximum	116629
Zeros	14222
Zeros (%)	48.0%
Negative	0
Negative (%)	0.0%
Memory size	463.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	1
Q3	1
95-th percentile	290
Maximum	116629
Range	116629
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	2358.625712
Coefficient of variation (CV)	14.90335849
Kurtosis	1305.863603
Mean	158.2613552
Median Absolute Deviation (MAD)	1
Skewness	34.06813685
Sum	4689917
Variance	5563115.247
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	14222	48.0%
1	8736	29.5%
2	2556	8.6%
3	393	1.3%
4	92	0.3%
997	58	0.2%
998	49	0.2%
5	37	0.1%
999	35	0.1%
6	35	0.1%
Other values (856)	3421	11.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	14222	48.0%
1	8736	29.5%
2	2556	8.6%
3	393	1.3%
4	92	0.3%

Value	Count	Frequency (%)
116629	1	< 0.1%
116487	1	< 0.1%
96031	2	< 0.1%
95956	2	< 0.1%
95263	2	< 0.1%

bidirectional_mean_piat_ms
Real number (ℝ)

Distinct	16594
Distinct (%)	56.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1372.810094

Minimum	0
Maximum	116629
Zeros	1339
Zeros (%)	4.5%
Negative	0
Negative (%)	0.0%
Memory size	463.0 KiB

Quantile statistics

Minimum	0
5-th percentile	10.94166667
Q1	277.8421053
median	1048
Q3	1351.660714
95-th percentile	3402.161429
Maximum	116629
Range	116629
Interquartile range (IQR)	1073.818609

Descriptive statistics

Standard deviation	3327.560762
Coefficient of variation (CV)	2.423904644
Kurtosis	366.403334
Mean	1372.810094
Median Absolute Deviation (MAD)	524.7083333
Skewness	15.82257125
Sum	40681854.33
Variance	11072660.63
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	1339	4.5%
41	21	0.1%
46	20	0.1%
3002	19	0.1%
42	19	0.1%
106	18	0.1%
45	18	0.1%
43	18	0.1%
1501	17	0.1%
118	17	0.1%
Other values (16584)	28128	94.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	1339	4.5%
1	4	< 0.1%
1.943708609	1	< 0.1%
2.5	2	< 0.1%
3	3	< 0.1%

Value	Count	Frequency (%)
116629	1	< 0.1%
116487	1	< 0.1%
96031	2	< 0.1%
95956	2	< 0.1%
95263	2	< 0.1%

bidirectional_stddev_piat_ms
Real number (ℝ)

Distinct	26034
Distinct (%)	87.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2319.755897

Minimum	0
Maximum	67938.81954
Zeros	2808
Zeros (%)	9.5%
Negative	0
Negative (%)	0.0%
Memory size	463.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	308.1649688
median	2343.003176
Q3	2820.196512
95-th percentile	5178.442387
Maximum	67938.81954
Range	67938.81954
Interquartile range (IQR)	2512.031543

Descriptive statistics

Standard deviation	3245.284158
Coefficient of variation (CV)	1.398976574
Kurtosis	112.6909131
Mean	2319.755897
Median Absolute Deviation (MAD)	1107.69058
Skewness	8.251151974
Sum	68743646.24
Variance	10531869.26
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	2808	9.5%
2122.02745	13	< 0.1%
712.0565287	9	< 0.1%
2112.127955	8	< 0.1%
711.3494219	8	< 0.1%
2126.270091	8	< 0.1%
2112.835062	8	< 0.1%
2114.249276	7	< 0.1%
2114.956383	7	< 0.1%
2122.734557	7	< 0.1%
Other values (26024)	26751	90.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	2808	9.5%
0.7071067812	4	< 0.1%
2.828427125	1	< 0.1%
2.880972058	1	< 0.1%
3.386246693	1	< 0.1%

Value	Count	Frequency (%)
67938.81954	2	< 0.1%
65676.78494	1	< 0.1%
61731.83621	2	< 0.1%
61562.13058	2	< 0.1%
60271.66071	2	< 0.1%

bidirectional_max_piat_ms
Real number (ℝ)

Distinct	9308
Distinct (%)	31.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	5895.338058

Minimum	0
Maximum	119378
Zeros	1339
Zeros (%)	4.5%
Negative	0
Negative (%)	0.0%
Memory size	463.0 KiB

Quantile statistics

Minimum	0
5-th percentile	30
Q1	859
median	5668.5
Q3	6910
95-th percentile	12878.35
Maximum	119378
Range	119378
Interquartile range (IQR)	6051

Descriptive statistics

Standard deviation	8274.361466
Coefficient of variation (CV)	1.40354317
Kurtosis	50.20667083
Mean	5895.338058
Median Absolute Deviation (MAD)	2768.5
Skewness	5.897940806
Sum	174702448
Variance	68465057.66
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	1339	4.5%
32064	65	0.2%
2004	37	0.1%
3002	31	0.1%
32032	28	0.1%
999	26	0.1%
179	26	0.1%
6001	25	0.1%
6004	25	0.1%
85	24	0.1%
Other values (9298)	28008	94.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	1339	4.5%
1	4	< 0.1%
3	1	< 0.1%
5	1	< 0.1%
6	3	< 0.1%

Value	Count	Frequency (%)
119378	1	< 0.1%
118059	1	< 0.1%
116998	1	< 0.1%
116629	1	< 0.1%
116487	1	< 0.1%

src2dst_min_piat_ms
Real number (ℝ)

SKEWED ZEROS

Distinct	2335
Distinct (%)	7.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	493.2481946

Minimum	0
Maximum	116629
Zeros	4337
Zeros (%)	14.6%
Negative	0
Negative (%)	0.0%
Memory size	463.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	7
median	14
Q3	85
95-th percentile	2319.5
Maximum	116629
Range	116629
Interquartile range (IQR)	78

Descriptive statistics

Standard deviation	3436.121656
Coefficient of variation (CV)	6.966313701
Kurtosis	558.5160993
Mean	493.2481946
Median Absolute Deviation (MAD)	12
Skewness	21.58656427
Sum	14616917
Variance	11806932.04
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	4337	14.6%
10	1238	4.2%
9	1186	4.0%
11	1151	3.9%
12	1071	3.6%
8	989	3.3%
13	982	3.3%
7	802	2.7%
14	796	2.7%
15	744	2.5%
Other values (2325)	16338	55.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	4337	14.6%
1	124	0.4%
2	208	0.7%
3	564	1.9%
4	573	1.9%

Value	Count	Frequency (%)
116629	1	< 0.1%
116487	1	< 0.1%
100607	2	< 0.1%
100558	2	< 0.1%
96213	2	< 0.1%

src2dst_mean_piat_ms
Real number (ℝ)

Distinct	13626
Distinct (%)	46.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2353.710984

Minimum	0
Maximum	116629
Zeros	2645
Zeros (%)	8.9%
Negative	0
Negative (%)	0.0%
Memory size	463.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	465.8125
median	1991.166667
Q3	2644.666667
95-th percentile	5833.3
Maximum	116629
Range	116629
Interquartile range (IQR)	2178.854167

Descriptive statistics

Standard deviation	4465.640609
Coefficient of variation (CV)	1.89727653
Kurtosis	213.8059259
Mean	2353.710984
Median Absolute Deviation (MAD)	1065.166667
Skewness	12.42170259
Sum	69749871.3
Variance	19941946.05
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	2645	8.9%
85	29	0.1%
3002	22	0.1%
1996.333333	18	0.1%
2009.333333	16	0.1%
1501	16	0.1%
2012.333333	15	0.1%
2028.333333	15	0.1%
2019	14	< 0.1%
1996	14	< 0.1%
Other values (13616)	26830	90.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	2645	8.9%
1	4	< 0.1%
2.5	1	< 0.1%
4.284671533	1	< 0.1%
4.4	1	< 0.1%

Value	Count	Frequency (%)
116629	1	< 0.1%
116487	1	< 0.1%
100607	2	< 0.1%
100558	2	< 0.1%
96213	2	< 0.1%

src2dst_stddev_piat_ms
Real number (ℝ)

Distinct	23662
Distinct (%)	79.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2842.017462

Minimum	0
Maximum	65676.78494
Zeros	4274
Zeros (%)	14.4%
Negative	0
Negative (%)	0.0%
Memory size	463.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	239.7166278
median	3039.531268
Q3	3845.154483
95-th percentile	6859.229139
Maximum	65676.78494
Range	65676.78494
Interquartile range (IQR)	3605.437855

Descriptive statistics

Standard deviation	3543.56455
Coefficient of variation (CV)	1.246848268
Kurtosis	97.79081624
Mean	2842.017462
Median Absolute Deviation (MAD)	1706.832605
Skewness	7.101269261
Sum	84220345.47
Variance	12556849.72
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	4274	14.4%
2122.02745	13	< 0.1%
2122.734557	9	< 0.1%
2112.835062	8	< 0.1%
2126.270091	8	< 0.1%
0.7071067812	8	< 0.1%
2114.249276	8	< 0.1%
712.0565287	8	< 0.1%
711.3494219	8	< 0.1%
2112.127955	8	< 0.1%
Other values (23652)	25282	85.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	4274	14.4%
0.5773502692	2	< 0.1%
0.7071067812	8	< 0.1%
1	1	< 0.1%
1.154700538	3	< 0.1%

Value	Count	Frequency (%)
65676.78494	1	< 0.1%
65379.8001	2	< 0.1%
65376.26456	2	< 0.1%
63504.55291	2	< 0.1%
63445.15594	2	< 0.1%

src2dst_max_piat_ms
Real number (ℝ)

Distinct	9501
Distinct (%)	32.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	5953.493386

Minimum	0
Maximum	119378
Zeros	2645
Zeros (%)	8.9%
Negative	0
Negative (%)	0.0%
Memory size	463.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	974.25
median	5694
Q3	6939
95-th percentile	13104.1
Maximum	119378
Range	119378
Interquartile range (IQR)	5964.75

Descriptive statistics

Standard deviation	8281.498531
Coefficient of variation (CV)	1.391031785
Kurtosis	49.55351215
Mean	5953.493386
Median Absolute Deviation (MAD)	2706
Skewness	5.84875711
Sum	176425823
Variance	68583217.91
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	2645	8.9%
32064	65	0.2%
2004	36	0.1%
3002	33	0.1%
32032	28	0.1%
6002	26	0.1%
6001	25	0.1%
6004	25	0.1%
5997	23	0.1%
5996	23	0.1%
Other values (9491)	26705	90.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	2645	8.9%
1	4	< 0.1%
3	1	< 0.1%
5	1	< 0.1%
6	3	< 0.1%

Value	Count	Frequency (%)
119378	1	< 0.1%
118059	1	< 0.1%
116998	1	< 0.1%
116629	1	< 0.1%
116487	1	< 0.1%

dst2src_min_piat_ms
Real number (ℝ)

Distinct	4043
Distinct (%)	13.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1016.324425

Minimum	0
Maximum	100774
Zeros	7207
Zeros (%)	24.3%
Negative	0
Negative (%)	0.0%
Memory size	463.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1
median	13
Q3	617.75
95-th percentile	5874.35
Maximum	100774
Range	100774
Interquartile range (IQR)	616.75

Descriptive statistics

Standard deviation	2911.422368
Coefficient of variation (CV)	2.864658467
Kurtosis	443.4503987
Mean	1016.324425
Median Absolute Deviation (MAD)	13
Skewness	15.34418767
Sum	30117758
Variance	8476380.205
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	7207	24.3%
7	929	3.1%
8	887	3.0%
6	874	2.9%
9	845	2.9%
10	796	2.7%
5	678	2.3%
11	616	2.1%
12	547	1.8%
13	476	1.6%
Other values (4033)	15779	53.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	7207	24.3%
1	271	0.9%
2	137	0.5%
3	199	0.7%
4	415	1.4%

Value	Count	Frequency (%)
100774	2	< 0.1%
100651	2	< 0.1%
100630	2	< 0.1%
93138	2	< 0.1%
92913	2	< 0.1%

dst2src_mean_piat_ms
Real number (ℝ)

Distinct	11426
Distinct (%)	38.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2842.696158

Minimum	0
Maximum	100774
Zeros	4874
Zeros (%)	16.4%
Negative	0
Negative (%)	0.0%
Memory size	463.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	321
median	2918.5
Q3	4092.875
95-th percentile	6449
Maximum	100774
Range	100774
Interquartile range (IQR)	3771.875

Descriptive statistics

Standard deviation	3714.793355
Coefficient of variation (CV)	1.306785231
Kurtosis	204.4296123
Mean	2842.696158
Median Absolute Deviation (MAD)	2199.5
Skewness	10.47263837
Sum	84240457.95
Variance	13799689.67
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	4874	16.4%
3166.5	14	< 0.1%
197	13	< 0.1%
2819	12	< 0.1%
3069.5	12	< 0.1%
3108.5	12	< 0.1%
5245	12	< 0.1%
3064.5	12	< 0.1%
3031	11	< 0.1%
79	11	< 0.1%
Other values (11416)	24651	83.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	4874	16.4%
1	1	< 0.1%
2	1	< 0.1%
3	3	< 0.1%
3.243902439	1	< 0.1%

Value	Count	Frequency (%)
100774	2	< 0.1%
100651	2	< 0.1%
100630	2	< 0.1%
93138	2	< 0.1%
92913	2	< 0.1%

dst2src_stddev_piat_ms
Real number (ℝ)

Distinct	9879
Distinct (%)	33.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2554.297605

Minimum	0
Maximum	65256.76352
Zeros	12142
Zeros (%)	41.0%
Negative	0
Negative (%)	0.0%
Memory size	463.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	733.6232855
Q3	4510.634157
95-th percentile	7433.848946
Maximum	65256.76352
Range	65256.76352
Interquartile range (IQR)	4510.634157

Descriptive statistics

Standard deviation	3493.909073
Coefficient of variation (CV)	1.367855126
Kurtosis	64.86981212
Mean	2554.297605
Median Absolute Deviation (MAD)	733.6232855
Skewness	4.93946741
Sum	75694055.23
Variance	12207400.61
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	12142	41.0%
4468.20775	15	0.1%
4089.198516	13	< 0.1%
4273.753385	12	< 0.1%
4183.950824	12	< 0.1%
4568.616913	11	< 0.1%
4277.996026	11	< 0.1%
4202.335601	11	< 0.1%
4332.443248	11	< 0.1%
4205.164028	11	< 0.1%
Other values (9869)	17385	58.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	12142	41.0%
0.7071067812	7	< 0.1%
1.414213562	1	< 0.1%
2.121320344	4	< 0.1%
2.828427125	9	< 0.1%

Value	Count	Frequency (%)
65256.76352	2	< 0.1%
65235.55031	2	< 0.1%
63432.42802	2	< 0.1%
62714.00753	2	< 0.1%
61993.46572	2	< 0.1%

dst2src_max_piat_ms
Real number (ℝ)

Distinct	8747
Distinct (%)	29.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	5011.329621

Minimum	0
Maximum	116992
Zeros	4874
Zeros (%)	16.4%
Negative	0
Negative (%)	0.0%
Memory size	463.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	474.25
median	5549
Q3	6740
95-th percentile	11152.05
Maximum	116992
Range	116992
Interquartile range (IQR)	6265.75

Descriptive statistics

Standard deviation	6597.276909
Coefficient of variation (CV)	1.316472355
Kurtosis	72.26707772
Mean	5011.329621
Median Absolute Deviation (MAD)	3324
Skewness	6.73721607
Sum	148505742
Variance	43524062.62
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	4874	16.4%
999	26	0.1%
1000	21	0.1%
5812	19	0.1%
184	18	0.1%
5792	18	0.1%
6019	17	0.1%
5856	17	0.1%
5783	16	0.1%
5999	16	0.1%
Other values (8737)	24592	83.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	4874	16.4%
1	1	< 0.1%
2	1	< 0.1%
3	3	< 0.1%
4	1	< 0.1%

Value	Count	Frequency (%)
116992	1	< 0.1%
100774	2	< 0.1%
100651	2	< 0.1%
100630	2	< 0.1%
96583	2	< 0.1%

bidirectional_syn_packets
Real number (ℝ)

Distinct	10
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.87247756

Minimum	0
Maximum	9
Zeros	3026
Zeros (%)	10.2%
Negative	0
Negative (%)	0.0%
Memory size	463.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	2
median	2
Q3	2
95-th percentile	3
Maximum	9
Range	9
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.8427684063
Coefficient of variation (CV)	0.4500819793
Kurtosis	9.148897855
Mean	1.87247756
Median Absolute Deviation (MAD)	0
Skewness	0.6225751644
Sum	55489
Variance	0.7102585866
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
2	22804	77.0%
0	3026	10.2%
3	1932	6.5%
1	1328	4.5%
4	308	1.0%
7	101	0.3%
5	55	0.2%
6	49	0.2%
8	30	0.1%
9	1	< 0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	3026	10.2%
1	1328	4.5%
2	22804	77.0%
3	1932	6.5%
4	308	1.0%

Value	Count	Frequency (%)
9	1	< 0.1%
8	30	0.1%
7	101	0.3%
6	49	0.2%
5	55	0.2%

bidirectional_cwr_packets
Real number (ℝ)

CONSTANT ZEROS

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0

Minimum	0
Maximum	0
Zeros	29634
Zeros (%)	100.0%
Negative	0
Negative (%)	0.0%
Memory size	463.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	0
Range	0
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0
Coefficient of variation (CV)	nan
Kurtosis	0
Mean	0
Median Absolute Deviation (MAD)	0
Skewness	0
Sum	0
Variance	0
Monotonicity	Increasing

Histogram with fixed size bins (bins=1)

Value	Count	Frequency (%)
0	29634	100.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	29634	100.0%

Value	Count	Frequency (%)
0	29634	100.0%

bidirectional_ece_packets
Real number (ℝ)

CONSTANT ZEROS

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0

Minimum	0
Maximum	0
Zeros	29634
Zeros (%)	100.0%
Negative	0
Negative (%)	0.0%
Memory size	463.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	0
Range	0
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0
Coefficient of variation (CV)	nan
Kurtosis	0
Mean	0
Median Absolute Deviation (MAD)	0
Skewness	0
Sum	0
Variance	0
Monotonicity	Increasing

Histogram with fixed size bins (bins=1)

Value	Count	Frequency (%)
0	29634	100.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	29634	100.0%

Value	Count	Frequency (%)
0	29634	100.0%

bidirectional_urg_packets
Real number (ℝ)

CONSTANT ZEROS

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0

Minimum	0
Maximum	0
Zeros	29634
Zeros (%)	100.0%
Negative	0
Negative (%)	0.0%
Memory size	463.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	0
Range	0
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0
Coefficient of variation (CV)	nan
Kurtosis	0
Mean	0
Median Absolute Deviation (MAD)	0
Skewness	0
Sum	0
Variance	0
Monotonicity	Increasing

Histogram with fixed size bins (bins=1)

Value	Count	Frequency (%)
0	29634	100.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	29634	100.0%

Value	Count	Frequency (%)
0	29634	100.0%

bidirectional_ack_packets
Real number (ℝ)

SKEWED ZEROS

Distinct	252
Distinct (%)	0.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	39.48640076

Minimum	0
Maximum	392213
Zeros	3488
Zeros (%)	11.8%
Negative	0
Negative (%)	0.0%
Memory size	463.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	5
median	6
Q3	6
95-th percentile	14
Maximum	392213
Range	392213
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	2662.763485
Coefficient of variation (CV)	67.43495063
Kurtosis	16405.70462
Mean	39.48640076
Median Absolute Deviation (MAD)	1
Skewness	119.6243878
Sum	1170140
Variance	7090309.38
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
6	13900	46.9%
5	6825	23.0%
0	3488	11.8%
1	1299	4.4%
4	737	2.5%
7	636	2.1%
3	266	0.9%
8	258	0.9%
9	198	0.7%
13	137	0.5%
Other values (242)	1890	6.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	3488	11.8%
1	1299	4.4%
2	67	0.2%
3	266	0.9%
4	737	2.5%

Value	Count	Frequency (%)
392213	1	< 0.1%
124890	2	< 0.1%
110611	2	< 0.1%
16236	2	< 0.1%
6336	1	< 0.1%

bidirectional_psh_packets
Real number (ℝ)

SKEWED ZEROS

Distinct	125
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.995275697

Minimum	0
Maximum	31175
Zeros	27339
Zeros (%)	92.3%
Negative	0
Negative (%)	0.0%
Memory size	463.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	3
Maximum	31175
Range	31175
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	189.7388203
Coefficient of variation (CV)	63.34602873
Kurtosis	24624.11003
Mean	2.995275697
Median Absolute Deviation (MAD)	0
Skewness	151.3711071
Sum	88762
Variance	36000.81994
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	27339	92.3%
2	460	1.6%
1	295	1.0%
4	240	0.8%
3	237	0.8%
5	167	0.6%
6	131	0.4%
7	95	0.3%
8	77	0.3%
11	72	0.2%
Other values (115)	521	1.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	27339	92.3%
1	295	1.0%
2	460	1.6%
3	237	0.8%
4	240	0.8%

Value	Count	Frequency (%)
31175	1	< 0.1%
4857	2	< 0.1%
3284	2	< 0.1%
2810	1	< 0.1%
2142	1	< 0.1%

bidirectional_rst_packets
Real number (ℝ)

Distinct	11
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.1053519606

Minimum	0
Maximum	10
Zeros	27268
Zeros (%)	92.0%
Negative	0
Negative (%)	0.0%
Memory size	463.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	1
Maximum	10
Range	10
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.4287405019
Coefficient of variation (CV)	4.069601548
Kurtosis	73.40625872
Mean	0.1053519606
Median Absolute Deviation (MAD)	0
Skewness	6.7281411
Sum	3122
Variance	0.1838184179
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=11)

Value	Count	Frequency (%)
0	27268	92.0%
1	1948	6.6%
3	185	0.6%
2	185	0.6%
4	25	0.1%
5	9	< 0.1%
6	5	< 0.1%
9	3	< 0.1%
7	3	< 0.1%
8	2	< 0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	27268	92.0%
1	1948	6.6%
2	185	0.6%
3	185	0.6%
4	25	0.1%

Value	Count	Frequency (%)
10	1	< 0.1%
9	3	< 0.1%
8	2	< 0.1%
7	3	< 0.1%
6	5	< 0.1%

bidirectional_fin_packets
Real number (ℝ)

Distinct	9
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.67864615

Minimum	0
Maximum	8
Zeros	4966
Zeros (%)	16.8%
Negative	0
Negative (%)	0.0%
Memory size	463.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	2
median	2
Q3	2
95-th percentile	2
Maximum	8
Range	8
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.8094693862
Coefficient of variation (CV)	0.4822156155
Kurtosis	1.946446728
Mean	1.67864615
Median Absolute Deviation (MAD)	0
Skewness	-1.02026156
Sum	49745
Variance	0.6552406872
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=9)

Value	Count	Frequency (%)
2	23108	78.0%
0	4966	16.8%
1	705	2.4%
3	686	2.3%
4	114	0.4%
5	32	0.1%
6	12	< 0.1%
7	10	< 0.1%
8	1	< 0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	4966	16.8%
1	705	2.4%
2	23108	78.0%
3	686	2.3%
4	114	0.4%

Value	Count	Frequency (%)
8	1	< 0.1%
7	10	< 0.1%
6	12	< 0.1%
5	32	0.1%
4	114	0.4%

src2dst_syn_packets
Real number (ℝ)

Distinct	8
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.009212391

Minimum	0
Maximum	7
Zeros	3026
Zeros (%)	10.2%
Negative	0
Negative (%)	0.0%
Memory size	463.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1
median	1
Q3	1
95-th percentile	2
Maximum	7
Range	7
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.6385432555
Coefficient of variation (CV)	0.6327144426
Kurtosis	34.77890964
Mean	1.009212391
Median Absolute Deviation (MAD)	0
Skewness	4.34043933
Sum	29907
Variance	0.4077374892
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=8)

Value	Count	Frequency (%)
1	24719	83.4%
0	3026	10.2%
2	1159	3.9%
3	492	1.7%
7	103	0.3%
5	55	0.2%
4	41	0.1%
6	39	0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	3026	10.2%
1	24719	83.4%
2	1159	3.9%
3	492	1.7%
4	41	0.1%

Value	Count	Frequency (%)
7	103	0.3%
6	39	0.1%
5	55	0.2%
4	41	0.1%
3	492	1.7%

src2dst_cwr_packets
Real number (ℝ)

CONSTANT ZEROS

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0

Minimum	0
Maximum	0
Zeros	29634
Zeros (%)	100.0%
Negative	0
Negative (%)	0.0%
Memory size	463.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	0
Range	0
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0
Coefficient of variation (CV)	nan
Kurtosis	0
Mean	0
Median Absolute Deviation (MAD)	0
Skewness	0
Sum	0
Variance	0
Monotonicity	Increasing

Histogram with fixed size bins (bins=1)

Value	Count	Frequency (%)
0	29634	100.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	29634	100.0%

Value	Count	Frequency (%)
0	29634	100.0%

src2dst_ece_packets
Real number (ℝ)

CONSTANT ZEROS

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0

Minimum	0
Maximum	0
Zeros	29634
Zeros (%)	100.0%
Negative	0
Negative (%)	0.0%
Memory size	463.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	0
Range	0
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0
Coefficient of variation (CV)	nan
Kurtosis	0
Mean	0
Median Absolute Deviation (MAD)	0
Skewness	0
Sum	0
Variance	0
Monotonicity	Increasing

Histogram with fixed size bins (bins=1)

Value	Count	Frequency (%)
0	29634	100.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	29634	100.0%

Value	Count	Frequency (%)
0	29634	100.0%

src2dst_urg_packets
Real number (ℝ)

CONSTANT ZEROS

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0

Minimum	0
Maximum	0
Zeros	29634
Zeros (%)	100.0%
Negative	0
Negative (%)	0.0%
Memory size	463.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	0
Range	0
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0
Coefficient of variation (CV)	nan
Kurtosis	0
Mean	0
Median Absolute Deviation (MAD)	0
Skewness	0
Sum	0
Variance	0
Monotonicity	Increasing

Histogram with fixed size bins (bins=1)

Value	Count	Frequency (%)
0	29634	100.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	29634	100.0%

Value	Count	Frequency (%)
0	29634	100.0%

src2dst_ack_packets
Real number (ℝ)

SKEWED ZEROS

Distinct	174
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	23.48960653

Minimum	0
Maximum	271835
Zeros	4817
Zeros (%)	16.3%
Negative	0
Negative (%)	0.0%
Memory size	463.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	3
median	3
Q3	3
95-th percentile	7
Maximum	271835
Range	271835
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	1797.745964
Coefficient of variation (CV)	76.53367722
Kurtosis	18233.07662
Mean	23.48960653
Median Absolute Deviation (MAD)	0
Skewness	128.000122
Sum	696091
Variance	3231890.552
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
3	20463	69.1%
0	4817	16.3%
2	1341	4.5%
4	839	2.8%
5	252	0.9%
1	231	0.8%
7	219	0.7%
6	148	0.5%
8	140	0.5%
9	121	0.4%
Other values (164)	1063	3.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	4817	16.3%
1	231	0.8%
2	1341	4.5%
3	20463	69.1%
4	839	2.8%

Value	Count	Frequency (%)
271835	1	< 0.1%
97615	2	< 0.1%
36078	2	< 0.1%
9702	2	< 0.1%
4351	1	< 0.1%

src2dst_psh_packets
Real number (ℝ)

SKEWED ZEROS

Distinct	93
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.124654114

Minimum	0
Maximum	6653
Zeros	27969
Zeros (%)	94.4%
Negative	0
Negative (%)	0.0%
Memory size	463.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	1
Maximum	6653
Range	6653
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	49.02196539
Coefficient of variation (CV)	43.58848183
Kurtosis	12315.91781
Mean	1.124654114
Median Absolute Deviation (MAD)	0
Skewness	101.3922025
Sum	33328
Variance	2403.15309
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	27969	94.4%
1	579	2.0%
2	336	1.1%
3	290	1.0%
4	121	0.4%
5	51	0.2%
6	34	0.1%
8	33	0.1%
7	26	0.1%
10	21	0.1%
Other values (83)	174	0.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	27969	94.4%
1	579	2.0%
2	336	1.1%
3	290	1.0%
4	121	0.4%

Value	Count	Frequency (%)
6653	1	< 0.1%
2818	2	< 0.1%
1932	1	< 0.1%
1575	1	< 0.1%
1327	1	< 0.1%

src2dst_rst_packets
Real number (ℝ)

Distinct	11
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.05527434703

Minimum	0
Maximum	10
Zeros	28405
Zeros (%)	95.9%
Negative	0
Negative (%)	0.0%
Memory size	463.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	10
Range	10
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.320160329
Coefficient of variation (CV)	5.792204633
Kurtosis	148.4569392
Mean	0.05527434703
Median Absolute Deviation (MAD)	0
Skewness	9.663955053
Sum	1638
Variance	0.1025026362
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=11)

Value	Count	Frequency (%)
0	28405	95.9%
1	1019	3.4%
3	112	0.4%
2	71	0.2%
4	15	0.1%
6	4	< 0.1%
5	3	< 0.1%
8	2	< 0.1%
9	1	< 0.1%
7	1	< 0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	28405	95.9%
1	1019	3.4%
2	71	0.2%
3	112	0.4%
4	15	0.1%

Value	Count	Frequency (%)
10	1	< 0.1%
9	1	< 0.1%
8	2	< 0.1%
7	1	< 0.1%
6	4	< 0.1%

src2dst_fin_packets
Real number (ℝ)

Distinct	7
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.8201052845

Minimum	0
Maximum	7
Zeros	5579
Zeros (%)	18.8%
Negative	0
Negative (%)	0.0%
Memory size	463.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1
median	1
Q3	1
95-th percentile	1
Maximum	7
Range	7
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.4087087799
Coefficient of variation (CV)	0.4983613539
Kurtosis	3.324248259
Mean	0.8201052845
Median Absolute Deviation (MAD)	0
Skewness	-1.030691058
Sum	24303
Variance	0.1670428668
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=7)

Value	Count	Frequency (%)
1	23833	80.4%
0	5579	18.8%
2	204	0.7%
3	14	< 0.1%
4	2	< 0.1%
5	1	< 0.1%
7	1	< 0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	5579	18.8%
1	23833	80.4%
2	204	0.7%
3	14	< 0.1%
4	2	< 0.1%

Value	Count	Frequency (%)
7	1	< 0.1%
5	1	< 0.1%
4	2	< 0.1%
3	14	< 0.1%
2	204	0.7%

dst2src_syn_packets
Real number (ℝ)

Distinct	5
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.8632651684

Minimum	0
Maximum	6
Zeros	5117
Zeros (%)	17.3%
Negative	0
Negative (%)	0.0%
Memory size	463.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1
median	1
Q3	1
95-th percentile	1
Maximum	6
Range	6
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.4442362885
Coefficient of variation (CV)	0.514600038
Kurtosis	3.124217429
Mean	0.8632651684
Median Absolute Deviation (MAD)	0
Skewness	-0.3300564834
Sum	25582
Variance	0.19734588
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=5)

Value	Count	Frequency (%)
1	23556	79.5%
0	5117	17.3%
2	860	2.9%
3	100	0.3%
6	1	< 0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	5117	17.3%
1	23556	79.5%
2	860	2.9%
3	100	0.3%
6	1	< 0.1%

Value	Count	Frequency (%)
6	1	< 0.1%
3	100	0.3%
2	860	2.9%
1	23556	79.5%
0	5117	17.3%

dst2src_cwr_packets
Real number (ℝ)

CONSTANT ZEROS

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0

Minimum	0
Maximum	0
Zeros	29634
Zeros (%)	100.0%
Negative	0
Negative (%)	0.0%
Memory size	463.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	0
Range	0
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0
Coefficient of variation (CV)	nan
Kurtosis	0
Mean	0
Median Absolute Deviation (MAD)	0
Skewness	0
Sum	0
Variance	0
Monotonicity	Increasing

Histogram with fixed size bins (bins=1)

Value	Count	Frequency (%)
0	29634	100.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	29634	100.0%

Value	Count	Frequency (%)
0	29634	100.0%

dst2src_ece_packets
Real number (ℝ)

CONSTANT ZEROS

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0

Minimum	0
Maximum	0
Zeros	29634
Zeros (%)	100.0%
Negative	0
Negative (%)	0.0%
Memory size	463.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	0
Range	0
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0
Coefficient of variation (CV)	nan
Kurtosis	0
Mean	0
Median Absolute Deviation (MAD)	0
Skewness	0
Sum	0
Variance	0
Monotonicity	Increasing

Histogram with fixed size bins (bins=1)

Value	Count	Frequency (%)
0	29634	100.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	29634	100.0%

Value	Count	Frequency (%)
0	29634	100.0%

dst2src_urg_packets
Real number (ℝ)

CONSTANT ZEROS

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0

Minimum	0
Maximum	0
Zeros	29634
Zeros (%)	100.0%
Negative	0
Negative (%)	0.0%
Memory size	463.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	0
Range	0
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0
Coefficient of variation (CV)	nan
Kurtosis	0
Mean	0
Median Absolute Deviation (MAD)	0
Skewness	0
Sum	0
Variance	0
Monotonicity	Increasing

Histogram with fixed size bins (bins=1)

Value	Count	Frequency (%)
0	29634	100.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	29634	100.0%

Value	Count	Frequency (%)
0	29634	100.0%

dst2src_ack_packets
Real number (ℝ)

SKEWED ZEROS

Distinct	190
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	15.99679422

Minimum	0
Maximum	120378
Zeros	3536
Zeros (%)	11.9%
Negative	0
Negative (%)	0.0%
Memory size	463.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	2
median	3
Q3	3
95-th percentile	7
Maximum	120378
Range	120378
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	957.9559812
Coefficient of variation (CV)	59.8842473
Kurtosis	10924.80098
Mean	15.99679422
Median Absolute Deviation (MAD)	1
Skewness	100.2871145
Sum	474049
Variance	917679.6619
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
3	14794	49.9%
2	7236	24.4%
0	3536	11.9%
1	1458	4.9%
4	482	1.6%
5	282	1.0%
6	221	0.7%
7	192	0.6%
8	155	0.5%
9	129	0.4%
Other values (180)	1149	3.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	3536	11.9%
1	1458	4.9%
2	7236	24.4%
3	14794	49.9%
4	482	1.6%

Value	Count	Frequency (%)
120378	1	< 0.1%
74533	2	< 0.1%
27275	2	< 0.1%
6534	2	< 0.1%
1985	1	< 0.1%

dst2src_psh_packets
Real number (ℝ)

SKEWED ZEROS

Distinct	98
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.870621583

Minimum	0
Maximum	24522
Zeros	27650
Zeros (%)	93.3%
Negative	0
Negative (%)	0.0%
Memory size	463.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	2
Maximum	24522
Range	24522
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	145.8080563
Coefficient of variation (CV)	77.94631343
Kurtosis	27003.54309
Mean	1.870621583
Median Absolute Deviation (MAD)	0
Skewness	161.1968137
Sum	55434
Variance	21259.98927
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	27650	93.3%
2	482	1.6%
1	422	1.4%
3	244	0.8%
4	183	0.6%
6	88	0.3%
5	76	0.3%
7	49	0.2%
8	48	0.2%
11	46	0.2%
Other values (88)	346	1.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	27650	93.3%
1	422	1.4%
2	482	1.6%
3	244	0.8%
4	183	0.6%

Value	Count	Frequency (%)
24522	1	< 0.1%
2800	2	< 0.1%
2039	2	< 0.1%
908	2	< 0.1%
878	1	< 0.1%

dst2src_rst_packets
Real number (ℝ)

Distinct	8
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.05007761355

Minimum	0
Maximum	7
Zeros	28474
Zeros (%)	96.1%
Negative	0
Negative (%)	0.0%
Memory size	463.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	7
Range	7
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.283262662
Coefficient of variation (CV)	5.656472861
Kurtosis	89.07068841
Mean	0.05007761355
Median Absolute Deviation (MAD)	0
Skewness	7.993111901
Sum	1484
Variance	0.08023773568
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=8)

Value	Count	Frequency (%)
0	28474	96.1%
1	952	3.2%
2	120	0.4%
3	71	0.2%
4	10	< 0.1%
5	4	< 0.1%
6	2	< 0.1%
7	1	< 0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	28474	96.1%
1	952	3.2%
2	120	0.4%
3	71	0.2%
4	10	< 0.1%

Value	Count	Frequency (%)
7	1	< 0.1%
6	2	< 0.1%
5	4	< 0.1%
4	10	< 0.1%
3	71	0.2%

dst2src_fin_packets
Real number (ℝ)

Distinct	7
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.8585408652

Minimum	0
Maximum	6
Zeros	5223
Zeros (%)	17.6%
Negative	0
Negative (%)	0.0%
Memory size	463.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1
median	1
Q3	1
95-th percentile	1
Maximum	6
Range	6
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.4592900678
Coefficient of variation (CV)	0.534965878
Kurtosis	8.295887335
Mean	0.8585408652
Median Absolute Deviation (MAD)	0
Skewness	0.3415978544
Sum	25442
Variance	0.2109473663
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=7)

Value	Count	Frequency (%)
1	23590	79.6%
0	5223	17.6%
2	674	2.3%
3	102	0.3%
4	31	0.1%
5	10	< 0.1%
6	4	< 0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	5223	17.6%
1	23590	79.6%
2	674	2.3%
3	102	0.3%
4	31	0.1%

Value	Count	Frequency (%)
6	4	< 0.1%
5	10	< 0.1%
4	31	0.1%
3	102	0.3%
2	674	2.3%

application_name
Text

Distinct	24
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	463.0 KiB

Length

Max length	21
Median length	4
Mean length	4.508402511
Min length	3

Characters and Unicode

Total characters	133602
Distinct characters	42
Distinct categories	5 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	3 ?
Unique (%)	< 0.1%

Sample

1st row	ICMPV6
2nd row	ICMPV6
3rd row	ICMPV6
4th row	DHCP
5th row	DHCPV6

Value	Count	Frequency (%)
http	24291	82.0%
bittorrent	2438	8.2%
tls	1737	5.9%
unknown	318	1.1%
icmp	309	1.0%
dhcpv6	305	1.0%
icmpv6	74	0.2%
http.ookla	24	0.1%
stun	21	0.1%
llmnr	20	0.1%
Other values (14)	97	0.3%

Most occurring characters

Value	Count	Frequency (%)
T	52891	39.6%
P	25056	18.8%
H	24639	18.4%
t	4888	3.7%
r	4884	3.7%
n	3403	2.5%
o	2848	2.1%
e	2455	1.8%
i	2443	1.8%
B	2439	1.8%
Other values (32)	7656	5.7%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	111401	83.4%
Lowercase Letter	21755	16.3%
Decimal Number	379	0.3%
Other Punctuation	62	< 0.1%
Connector Punctuation	5	< 0.1%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
T	52891	47.5%
P	25056	22.5%
H	24639	22.1%
B	2439	2.2%
L	1814	1.6%
S	1809	1.6%
C	702	0.6%
M	422	0.4%
I	403	0.4%
V	379	0.3%
Other values (10)	847	0.8%

Lowercase Letter

Value	Count	Frequency (%)
t	4888	22.5%
r	4884	22.5%
n	3403	15.6%
o	2848	13.1%
e	2455	11.3%
i	2443	11.2%
k	356	1.6%
w	323	1.5%
a	61	0.3%
l	35	0.2%
Other values (9)	59	0.3%

Decimal Number

Value	Count	Frequency (%)
6	379	100.0%

Other Punctuation

Value	Count	Frequency (%)
.	62	100.0%

Connector Punctuation

Value	Count	Frequency (%)
_	5	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	133156	99.7%
Common	446	0.3%

Most frequent character per script

Latin

Value	Count	Frequency (%)
T	52891	39.7%
P	25056	18.8%
H	24639	18.5%
t	4888	3.7%
r	4884	3.7%
n	3403	2.6%
o	2848	2.1%
e	2455	1.8%
i	2443	1.8%
B	2439	1.8%
Other values (29)	7210	5.4%

Common

Value	Count	Frequency (%)
6	379	85.0%
.	62	13.9%
_	5	1.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	133602	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
T	52891	39.6%
P	25056	18.8%
H	24639	18.4%
t	4888	3.7%
r	4884	3.7%
n	3403	2.5%
o	2848	2.1%
e	2455	1.8%
i	2443	1.8%
B	2439	1.8%
Other values (32)	7656	5.7%

application_category_name
Text

Distinct	11
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	463.0 KiB

Length

Max length	13
Median length	3
Mean length	3.621650807
Min length	3

Characters and Unicode

Total characters	107324
Distinct characters	32
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	3 ?
Unique (%)	< 0.1%

Sample

1st row	Network
2nd row	Network
3rd row	Network
4th row	Network
5th row	Network

Value	Count	Frequency (%)
web	26012	87.8%
download	2443	8.2%
network	793	2.7%
unspecified	318	1.1%
advertisement	30	0.1%
system	13	< 0.1%
socialnetwork	12	< 0.1%
cloud	10	< 0.1%
media	1	< 0.1%
voip	1	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
e	27560	25.7%
W	26012	24.2%
b	26012	24.2%
o	5715	5.3%
w	3248	3.0%
d	2802	2.6%
n	2791	2.6%
l	2465	2.3%
a	2456	2.3%
D	2443	2.3%
Other values (22)	5820	5.4%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	77675	72.4%
Uppercase Letter	29649	27.6%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	27560	35.5%
b	26012	33.5%
o	5715	7.4%
w	3248	4.2%
d	2802	3.6%
n	2791	3.6%
l	2465	3.2%
a	2456	3.2%
t	879	1.1%
r	835	1.1%
Other values (10)	2912	3.7%

Uppercase Letter

Value	Count	Frequency (%)
W	26012	87.7%
D	2443	8.2%
N	805	2.7%
U	318	1.1%
A	31	0.1%
S	25	0.1%
C	10	< 0.1%
M	1	< 0.1%
V	1	< 0.1%
I	1	< 0.1%
Other values (2)	2	< 0.1%

Most occurring scripts

Value	Count	Frequency (%)
Latin	107324	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	27560	25.7%
W	26012	24.2%
b	26012	24.2%
o	5715	5.3%
w	3248	3.0%
d	2802	2.6%
n	2791	2.6%
l	2465	2.3%
a	2456	2.3%
D	2443	2.3%
Other values (22)	5820	5.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	107324	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	27560	25.7%
W	26012	24.2%
b	26012	24.2%
o	5715	5.3%
w	3248	3.0%
d	2802	2.6%
n	2791	2.6%
l	2465	2.3%
a	2456	2.3%
D	2443	2.3%
Other values (22)	5820	5.4%

application_is_guessed
Real number (ℝ)

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.8228048863

Minimum	0
Maximum	1
Zeros	5251
Zeros (%)	17.7%
Negative	0
Negative (%)	0.0%
Memory size	463.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1
median	1
Q3	1
95-th percentile	1
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.3818401832
Coefficient of variation (CV)	0.4640713607
Kurtosis	0.8591988622
Mean	0.8228048863
Median Absolute Deviation (MAD)	0
Skewness	-1.690899429
Sum	24383
Variance	0.1458019255
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
1	24383	82.3%
0	5251	17.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	5251	17.7%
1	24383	82.3%

Value	Count	Frequency (%)
1	24383	82.3%
0	5251	17.7%

application_confidence
Real number (ℝ)

Distinct	6
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.842208274

Minimum	0
Maximum	6
Zeros	318
Zeros (%)	1.1%
Negative	0
Negative (%)	0.0%
Memory size	463.0 KiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	1
median	1
Q3	1
95-th percentile	6
Maximum	6
Range	6
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	1.876580007
Coefficient of variation (CV)	1.018657897
Kurtosis	1.059984077
Mean	1.842208274
Median Absolute Deviation (MAD)	0
Skewness	1.734503683
Sum	54592
Variance	3.521552522
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=6)

Value	Count	Frequency (%)
1	24171	81.6%
6	4920	16.6%
0	318	1.1%
4	200	0.7%
5	13	< 0.1%
3	12	< 0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	318	1.1%
1	24171	81.6%
3	12	< 0.1%
4	200	0.7%
5	13	< 0.1%

Value	Count	Frequency (%)
6	4920	16.6%
5	13	< 0.1%
4	200	0.7%
3	12	< 0.1%
1	24171	81.6%

requested_server_name
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	29634
Missing (%)	100.0%
Memory size	463.0 KiB

client_fingerprint
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	29634
Missing (%)	100.0%
Memory size	463.0 KiB

server_fingerprint
Text

Distinct	49
Distinct (%)	9.4%
Missing	29114
Missing (%)	98.2%
Memory size	463.0 KiB

Length

Max length	32
Median length	32
Mean length	32
Min length	32

Characters and Unicode

Total characters	16640
Distinct characters	16
Distinct categories	2 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	9 ?
Unique (%)	1.7%

Sample

1st row	2de81c22ea32a57162df5cb08d4a2795
2nd row	d90fa179c9daf35598ed8341272118f7
3rd row	2de81c22ea32a57162df5cb08d4a2795
4th row	96681175a9547081bf3d417f1a572091
5th row	2de81c22ea32a57162df5cb08d4a2795

Value	Count	Frequency (%)
303951d4c50efb2e991652225a6f02b1	100	19.2%
2de81c22ea32a57162df5cb08d4a2795	55	10.6%
7bee5c1d424b7e5f943b06983bb11422	55	10.6%
d199ba0af2b08e204c73d6d81a1fd260	38	7.3%
76cc3e2d3028143b23ec18e27dbd7ca9	24	4.6%
30553045c697c20ead22a41ae6655ff1	20	3.8%
699a80bdb17efe157c861f92c5bf5d1d	18	3.5%
5397c414a9ebeaff1bf18b70ca22eaa0	17	3.3%
8d2a028aa94425f76ced7826b1f39039	17	3.3%
b898351eb5e266aefd3723d466935494	16	3.1%
Other values (39)	160	30.8%

Most occurring characters

Value	Count	Frequency (%)
2	1762	10.6%
1	1317	7.9%
5	1279	7.7%
9	1118	6.7%
b	1096	6.6%
e	1094	6.6%
d	1031	6.2%
0	1008	6.1%
a	954	5.7%
3	944	5.7%
Other values (6)	5037	30.3%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	10691	64.2%
Lowercase Letter	5949	35.8%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
2	1762	16.5%
1	1317	12.3%
5	1279	12.0%
9	1118	10.5%
0	1008	9.4%
3	944	8.8%
4	864	8.1%
7	842	7.9%
6	825	7.7%
8	732	6.8%

Lowercase Letter

Value	Count	Frequency (%)
b	1096	18.4%
e	1094	18.4%
d	1031	17.3%
a	954	16.0%
f	896	15.1%
c	878	14.8%

Most occurring scripts

Value	Count	Frequency (%)
Common	10691	64.2%
Latin	5949	35.8%

Most frequent character per script

Common

Value	Count	Frequency (%)
2	1762	16.5%
1	1317	12.3%
5	1279	12.0%
9	1118	10.5%
0	1008	9.4%
3	944	8.8%
4	864	8.1%
7	842	7.9%
6	825	7.7%
8	732	6.8%

Latin

Value	Count	Frequency (%)
b	1096	18.4%
e	1094	18.4%
d	1031	17.3%
a	954	16.0%
f	896	15.1%
c	878	14.8%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	16640	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
2	1762	10.6%
1	1317	7.9%
5	1279	7.7%
9	1118	6.7%
b	1096	6.6%
e	1094	6.6%
d	1031	6.2%
0	1008	6.1%
a	954	5.7%
3	944	5.7%
Other values (6)	5037	30.3%

user_agent
Text

Distinct	2
Distinct (%)	28.6%
Missing	29627
Missing (%)	> 99.9%
Memory size	463.0 KiB

Length

Max length	85
Median length	65
Mean length	70.71428571
Min length	65

Characters and Unicode

Total characters	495
Distinct characters	42
Distinct categories	8 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Mozilla/5.0 (X11; Linux x86_64; rv:43.0) Gecko/20100101 Firefox/43.0 Iceweasel/43.0.4
2nd row	Mozilla/5.0 (X11; Linux x86_64; rv:43.0) Gecko/20100101 Firefox/43.0 Iceweasel/43.0.4
3rd row	Mozilla/5.0 (Windows NT 6.1; rv:53.0) Gecko/20100101 Firefox/53.0
4th row	Mozilla/5.0 (Windows NT 6.1; rv:53.0) Gecko/20100101 Firefox/53.0
5th row	Mozilla/5.0 (Windows NT 6.1; rv:53.0) Gecko/20100101 Firefox/53.0

Value	Count	Frequency (%)
mozilla/5.0	7	13.7%
gecko/20100101	7	13.7%
windows	5	9.8%
nt	5	9.8%
6.1	5	9.8%
rv:53.0	5	9.8%
firefox/53.0	5	9.8%
x11	2	3.9%
linux	2	3.9%
x86_64	2	3.9%
Other values (3)	6	11.8%

Most occurring characters

Value	Count	Frequency (%)
0	51	10.3%
	44	8.9%
.	30	6.1%
1	30	6.1%
o	26	5.3%
/	23	4.6%
i	21	4.2%
e	20	4.0%
5	17	3.4%
3	16	3.2%
Other values (32)	217	43.8%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	182	36.8%
Decimal Number	142	28.7%
Other Punctuation	69	13.9%
Space Separator	44	8.9%
Uppercase Letter	42	8.5%
Close Punctuation	7	1.4%
Open Punctuation	7	1.4%
Connector Punctuation	2	0.4%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
o	26	14.3%
i	21	11.5%
e	20	11.0%
l	16	8.8%
r	14	7.7%
x	11	6.0%
a	9	4.9%
c	9	4.9%
f	7	3.8%
k	7	3.8%
Other values (7)	42	23.1%

Uppercase Letter

Value	Count	Frequency (%)
G	7	16.7%
F	7	16.7%
M	7	16.7%
W	5	11.9%
N	5	11.9%
T	5	11.9%
X	2	4.8%
L	2	4.8%
I	2	4.8%

Decimal Number

Value	Count	Frequency (%)
0	51	35.9%
1	30	21.1%
5	17	12.0%
3	16	11.3%
4	10	7.0%
6	9	6.3%
2	7	4.9%
8	2	1.4%

Other Punctuation

Value	Count	Frequency (%)
.	30	43.5%
/	23	33.3%
;	9	13.0%
:	7	10.1%

Space Separator

Value	Count	Frequency (%)
	44	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	7	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	7	100.0%

Connector Punctuation

Value	Count	Frequency (%)
_	2	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	271	54.7%
Latin	224	45.3%

Most frequent character per script

Latin

Value	Count	Frequency (%)
o	26	11.6%
i	21	9.4%
e	20	8.9%
l	16	7.1%
r	14	6.2%
x	11	4.9%
a	9	4.0%
c	9	4.0%
f	7	3.1%
G	7	3.1%
Other values (16)	84	37.5%

Common

Value	Count	Frequency (%)
0	51	18.8%
	44	16.2%
.	30	11.1%
1	30	11.1%
/	23	8.5%
5	17	6.3%
3	16	5.9%
4	10	3.7%
6	9	3.3%
;	9	3.3%
Other values (6)	32	11.8%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	495	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	51	10.3%
	44	8.9%
.	30	6.1%
1	30	6.1%
o	26	5.3%
/	23	4.6%
i	21	4.2%
e	20	4.0%
5	17	3.4%
3	16	3.2%
Other values (32)	217	43.8%

content_type
Text

Distinct	20
Distinct (%)	1.6%
Missing	28403
Missing (%)	95.8%
Memory size	463.0 KiB

Length

Max length	25
Median length	24
Mean length	13.92363932
Min length	1

Characters and Unicode

Total characters	17140
Distinct characters	26
Distinct categories	6 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	4 ?
Unique (%)	0.3%

Sample

1st row	image/gif
2nd row	application/javascript
3rd row	text/javascript
4th row	text/javascript
5th row	text/html

Value	Count	Frequency (%)
image/gif	259	21.1%
application/javascript	179	14.6%
text/html	163	13.3%
text/javascript	144	11.7%
application/json	115	9.4%
image/jpeg	101	8.2%
application/x-javascript	100	8.2%
image/png	46	3.8%
text/plain	33	2.7%
text/css	30	2.4%
Other values (9)	56	4.6%

Most occurring characters

Value	Count	Frequency (%)
a	2144	12.5%
i	1979	11.5%
t	1782	10.4%
p	1487	8.7%
/	1226	7.2%
e	931	5.4%
c	900	5.3%
g	831	4.8%
s	668	3.9%
n	661	3.9%
Other values (16)	4531	26.4%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	15748	91.9%
Other Punctuation	1228	7.2%
Dash Punctuation	129	0.8%
Decimal Number	21	0.1%
Math Symbol	9	0.1%
Space Separator	5	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
a	2144	13.6%
i	1979	12.6%
t	1782	11.3%
p	1487	9.4%
e	931	5.9%
c	900	5.7%
g	831	5.3%
s	668	4.2%
n	661	4.2%
j	639	4.1%
Other values (10)	3726	23.7%

Other Punctuation

Value	Count	Frequency (%)
/	1226	99.8%
.	2	0.2%

Dash Punctuation

Value	Count	Frequency (%)
-	129	100.0%

Decimal Number

Value	Count	Frequency (%)
2	21	100.0%

Math Symbol

Value	Count	Frequency (%)
+	9	100.0%

Space Separator

Value	Count	Frequency (%)
	5	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	15748	91.9%
Common	1392	8.1%

Most frequent character per script

Latin

Value	Count	Frequency (%)
a	2144	13.6%
i	1979	12.6%
t	1782	11.3%
p	1487	9.4%
e	931	5.9%
c	900	5.7%
g	831	5.3%
s	668	4.2%
n	661	4.2%
j	639	4.1%
Other values (10)	3726	23.7%

Common

Value	Count	Frequency (%)
/	1226	88.1%
-	129	9.3%
2	21	1.5%
+	9	0.6%
	5	0.4%
.	2	0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	17140	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
a	2144	12.5%
i	1979	11.5%
t	1782	10.4%
p	1487	8.7%
/	1226	7.2%
e	931	5.4%
c	900	5.3%
g	831	4.8%
s	668	3.9%
n	661	3.9%
Other values (16)	4531	26.4%

label
Real number (ℝ)

CONSTANT ZEROS

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0

Minimum	0
Maximum	0
Zeros	29634
Zeros (%)	100.0%
Negative	0
Negative (%)	0.0%
Memory size	463.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	0
Range	0
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0
Coefficient of variation (CV)	nan
Kurtosis	0
Mean	0
Median Absolute Deviation (MAD)	0
Skewness	0
Sum	0
Variance	0
Monotonicity	Increasing

Histogram with fixed size bins (bins=1)

Value	Count	Frequency (%)
0	29634	100.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	29634	100.0%

Value	Count	Frequency (%)
0	29634	100.0%

Overview

Variables

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Lowercase Letter

Other Punctuation

Most occurring scripts

Most frequent character per script

Common

Latin

Most occurring blocks

Most frequent character per block

ASCII

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Lowercase Letter

Other Punctuation

Most occurring scripts

Most frequent character per script

Common

Latin

Most occurring blocks

Most frequent character per block

ASCII

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Lowercase Letter

Other Punctuation

Most occurring scripts

Most frequent character per script

Common

Latin

Most occurring blocks

Most frequent character per block

ASCII

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Lowercase Letter

Other Punctuation

Most occurring scripts

Most frequent character per script

Common

Latin

Most occurring blocks

Most frequent character per block

ASCII

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Lowercase Letter

Other Punctuation

Most occurring scripts

Most frequent character per script

Common

Latin

Most occurring blocks

Most frequent character per block

ASCII

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Lowercase Letter

Other Punctuation

Most occurring scripts

Most frequent character per script

Common

Latin

Most occurring blocks

Most frequent character per block

ASCII